From 782125e03a4c66ffbf375e427c5709dbf8063dd0 Mon Sep 17 00:00:00 2001 From: Joey Lee Date: Mon, 3 Jun 2019 09:10:17 -0400 Subject: [PATCH 001/108] Updates dev with release and Removes /dist from past commits and future dev (#479) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit * Remove unnecessary tf.tidy call * Implement (err, value) callback style, add test for LSTMGenerator * Callbackify Mobilenet.classify and Mobilenet.regressor * Add events dep * add travis.yml * remove circleci * removing test script * removing package-lock.json * update yarn.lock * set up browserstack * snapshot * yarn test-travis from .travis.yml * chmod +x trest-travis * shebang * bs launcher * access key * add a log * kick travis * snapshot * change browserstack env names * Added Browserstack badge * Resolve https://github.com/ml5js/ml5-library/pull/151#discussion_r196475143 * Address https://github.com/ml5js/ml5-library/pull/151#discussion_r196484426 * Address https://github.com/ml5js/ml5-library/pull/151#discussion_r196517984 * Address https://github.com/ml5js/ml5-library/pull/151#discussion_r196518890 * Add license to callCallback, return this from ImageClassifier#loadModel * Add mocha reporter back, try to make classes thenable * Update karma configuration - Fixes a weird bug where tensors were spuriously disposed by tfjs in testing environment due to there being multiple tfjs instances present on the page from the different builds - Improves stack traces to make debugging easier by disabling minification in karma webpack. - Only webpack the main package, this means that the test files have to use the global ml5 object. * Add tests for Word2Vec - validates that there are no leaked tensors - validates basic functionality of nearest - validates that add, subtract and average return things - Fixes memory leaks in add, subtract, average, and addOrSubtract functions - Adds a general dispose to the Word2Vec class * Remove console.log * Add an easy way to run test suite once * Handle rejected promises * fix eslint errors in lstm and w2v * Support for callbacks in word2vec and fix tests. Moved the YOLO weights to the examples repo. Fix eslint in some files * Add tests to imageclassifier fix video issue in imageclassifier * - Add test for YOLO - Add test for Imageclassifier - Resize img if necessary in utils * - Add license to test files - Style transfer test - remove .test file in posenet * - Update poseNet version to 0.1.3 - Add posnet test * test commit * - Fix issues in imageclassifier * - update pitch detection to #158 - fix event emmiter in posenet - fix constructor in yolo - async video util * temp fix to test leak * Fix posenet on video ready * refactor pix2pix to support promises * support promise when create a new styletransfer method * bump to version 0.1.0 * bump to 0.1.1 * update readme * clarification and formatting changes to ensure steps are easy to follow * ImageClassifier: predict: handle unsupported input * add proper attributions for models * Update index.js * fix eslint for links * Update index.js * Update index.js * Update index.js * Update README.md (#207) * Support canvas elements and canvases from p5.js in ImageClassifier (#206) * Bugfix: PitchDetection returning the wrong pitch (#187) When converted to the current syntax, the operation was the wrong way around. See https://github.com/marl/crepe/blob/gh-pages/crepe.js#L141 for the original. * fix(addImage, classify, predict): now featureExtractor works with images (it was working only with video) (#191) * fix(addImage, classify, predict): now featureExtractor works with images (it was working only with v * fix(addImage, classify, predict): now featureExtractor works with images (it was working only with video * added darknet reference and darknet tiny classifiers (#201) * added darknet reference and darknet tiny classifiers * fixed linting stuff * edits.. * edits2.0 * clean comments * SketchRNN (#189) * init sketchrnn * strokes * add models * stylefixes * some more bugfixes * comments * update dependencies * Load and save a custom model created with FeatureExtractor (#219) * load and save feature extractor model * update learning rate * add string an callback * KNN Classifier (#171) * added KNNClassifier class, and getFeatures method in ImageClassifier * added knnclassifer.loaddataset, and savedataset from/as json file * added featureExtractor.infer() to take in p5 videoelement * support callback, and add 'label' for each class * added getClassExampleCountByLabel, support label when save/load dataset * update function naming, predictClass to classify, classLabel to label * updates to way of handling strokes (#228) * Fixing up SketchRNN (#232) * Code of Conduct (#225) Just noticing we don't have a code of conduct so adding to the main library repo (we can discuss whether we should put this across all repos -- probably, yes?) This is the [Contributor Covenant](https://www.contributor-covenant.org/). * saving feature extrctor model with ml5Specs (#233) * Stateful LSTM (#234) * allow passing in of lstm state c and h. return more lstm info (c, h, probabilities) * fix LSTM Stateful ness and other tweaks * LSTM probabilities class property * remove weird ind<100 check * remove unnessecary initCells * add LSTM methods state getter, setter and reset * rename to charRNN and update stateful to match discussed api * add callback to feed * fix bug in predict * adding new probabilites object * new build * Additional arguments option for SketchRNN (#237) * Fixing up SketchRNN * arguments fix for SketchRNN interactive * adding build * update version * KNN update (#256) * let knn.addExample() and classify() accept a plain array as input * simplify and shorten knn api function names * rename a variable in clearlabel() * knn.save checks if file name has .json * remove timestamp in the filename for .save() * update package-loack to fix travis test on node 10 * update yarn lock * fix - adds callback support for single functions in posenet re: #244 (#254) * fix(adds callback support for single functions in posenet https://github.com/ml5js/ml5-library/issue adds callback support for single functions in posenet https://github.com/ml5js/ml5-library/issues/244 https://github.com/ml5js/ml5-library/issues/244 * rm package-lock.json * fix(PoseNet/index.js): Add support for PoseNet `.singlePose()` & `.multiPose()` callback #244 Add support for PoseNet `.singlePose()` & `.multiPose()` callback #244 & updated callback error handling #244 * rm error check when returning callback in posenet singlePose & multiPose * fixed indentation * temp rm cb function * added cb function back in * added yarn and package lock * added lock files from ml5 master * updating to version 0.2.0 (#264) * V0.2.1 Tagged Release (#267) * updating to version 0.2.0 * run build process and built lib * Release v0.2.1 - npm publish issue * added github issue template (#275) * add different ways of including ml5js on the HTML header (#268) (We will follow up and update the version to the latest which is v0.2.1) * updated readme specifying versions for lib (#282) * fix: Use Blobs to save files of larger sizes (#271) * fix: Use Blobs to save files of larger sizes fix #270 * use saveBlob() to save knn models, delete io.saveFile(), because saveBlob does the same thing and can handle big files * Show the version number of the library. (#283) Adds the library version from the package.json for each build. * fix issue that server fails to listen dev folder (#287) * feat(KNNClassifier): Add loadData() that enables user to load dat… (#279) * feat(KNNClassifier): Add loadData() that enables user to load dataset from raw data instead of file With load(), file path needs to be provided to load dataset. This means that JSON file that has dataset needs to be located on the server. You can give a way to download dataset using save(), but you cannot give a way to upload that file and load the dataset. This commit adds loadData() that enables user to load dataset from raw data. By combining this method and tag, you can give a way for user to upload dataset file. * Merge load(path, callback) and loadData(data, callback) into load(pathOrJson, callback). * Merge load() and loadData() in a cleaner way without using Symbol. Ref. https://github.com/ml5js/ml5-library/pull/279#issuecomment-465890231 * feat(src/PoseNet/index.js): Ability to access parts of pose by name. Now can simply do pose.nose.x or pose.nose.confidence. Using original PoseNet naming scheme (i.e. rightShoulder). re #245 * Update ImageClassifier and FeatureExtractor to return [{label, confidence}] (#292) * change imageClassifier.predict() to classify(), keep predict until later version * update imageclassifier.classify results to [{label: .., confidence: ..}] * update featureExtractor regressor return {value: 0-1} * update featureextractor.classify to return [{label, confidence}] * Support p5 preload with ml5 functions (#288) * support p5 preload with ml5 functions * make withPreload object clean * an automatic script to initialize experiments dir (#295) * an alternative way to test with experiments dir * revert change for webpack.dev * Change experiments to manual-test * rename folder to manual-test * update .gitignore * patch style transfer for non-square and canvas-derived inputs (#311) * fix preload bugs (#305) * Updated issues template and added PR template (#315) * added github issue template * updated issue template * updated ISSUE_TEMPLATE with friendlier wording and structure * added pr template * added branch notes * Hi! I noticed that the changes made here: https://github.com/ml5js/ml5-library/pull/295 have not made their way into the documentation! (#318) * Updated issues template and added PR template (#315) * added github issue template * updated issue template * updated ISSUE_TEMPLATE with friendlier wording and structure * added pr template * added branch notes * Updated CONTRIBUTING.md with npm run manual-test * Hi! I noticed that the changes made here: https://github.com/ml5js/ml5-library/pull/295 have not made their way into the documentation! (#318) (#319) * Updated issues template and added PR template (#315) * added github issue template * updated issue template * updated ISSUE_TEMPLATE with friendlier wording and structure * added pr template * added branch notes * Updated CONTRIBUTING.md with npm run manual-test * Add tests to CharRNN (#307) (#320) * add tests to CharRNN * test(CharRNN): add tests to CharRNN added descriptive tests to ensure CharRNN behaves like its example * remove dist * Updated CONTRIBUTING docs and README (#322) * updated readme specifying versions for lib * added documentation to contributing.md * added updates * added label and confidence as output for yolo results (#316) * added label and confidence as output * updates yolo test to use label instead of className * Increase test timeout (#321) * added label and confidence as output * updates yolo test to use label instead of className * set jasmine.DEFAULT_TIMEOUT_INTERVAL to 60000ms * Merges in https://github.com/ml5js/ml5-library/pull/313 via master using deprecating-master branch (#323) * Add tests to CharRNN (#307) * add tests to CharRNN * test(CharRNN): add tests to CharRNN added descriptive tests to ensure CharRNN behaves like its example * remove dist * check preload support for other nets and classifiers (#313) Adds specified nets to support preload // TODO: add examples showing appropriate use of preload * added v0.2.2 to package.json in anticipation of new release * Fixing an issue with prettier and eslint (#324) * Fixing an issue with prettier and eslint There is a conflict between arrow syntax rules in airbnb eslint configuration and the way default prettier works in VSCode. These additional setting should help anyone using VSCode with autoformat + prettier to not run into problems building the library. I am open to better ways of handling this of course! (Note the changes in ImageClassifier are trivial and just testing). * adding eslint-config-prettier as dev dependency * trivial change to run tests again * Adjust charrnn test option length (#326) * changed 500 to 100 to shorted test time * fixed .tobe() to match option * changed vocab size to 64 * changed timeout to 12000 * Adjust charrnn length - comment 2nd test for now (#329) * changed 500 to 100 to shorted test time * fixed .tobe() to match option * changed vocab size to 64 * changed timeout to 12000 * comment out second charRNN test for now to allow merging PRs * Forcing magenta dependency to 0.1.2 (#328) The SketchRNN example doesn't work with more recent magenta (0.1.4) probably due to us lagging behind in versions of tf.js? * SketchRNN creation function should be lowercase (#325) This is related to the discussion in #297. * added v0.2.2 to package.json in anticipation of new release (#330) hooray adding release v0.2.2 * Release v0.2.2 πŸŽ‰ (#331) * Updated issues template and added PR template (#315) * added github issue template * updated issue template * updated ISSUE_TEMPLATE with friendlier wording and structure * added pr template * added branch notes * Hi! I noticed that the changes made here: https://github.com/ml5js/ml5-library/pull/295 have not made their way into the documentation! (#318) * Updated issues template and added PR template (#315) * added github issue template * updated issue template * updated ISSUE_TEMPLATE with friendlier wording and structure * added pr template * added branch notes * Updated CONTRIBUTING.md with npm run manual-test * Hi! I noticed that the changes made here: https://github.com/ml5js/ml5-library/pull/295 have not made their way into the documentation! (#318) (#319) * Updated issues template and added PR template (#315) * added github issue template * updated issue template * updated ISSUE_TEMPLATE with friendlier wording and structure * added pr template * added branch notes * Updated CONTRIBUTING.md with npm run manual-test * Add tests to CharRNN (#307) (#320) * add tests to CharRNN * test(CharRNN): add tests to CharRNN added descriptive tests to ensure CharRNN behaves like its example * remove dist * Updated CONTRIBUTING docs and README (#322) * updated readme specifying versions for lib * added documentation to contributing.md * added updates * added label and confidence as output for yolo results (#316) * added label and confidence as output * updates yolo test to use label instead of className * Increase test timeout (#321) * added label and confidence as output * updates yolo test to use label instead of className * set jasmine.DEFAULT_TIMEOUT_INTERVAL to 60000ms * Merges in https://github.com/ml5js/ml5-library/pull/313 via master using deprecating-master branch (#323) * Add tests to CharRNN (#307) * add tests to CharRNN * test(CharRNN): add tests to CharRNN added descriptive tests to ensure CharRNN behaves like its example * remove dist * check preload support for other nets and classifiers (#313) Adds specified nets to support preload // TODO: add examples showing appropriate use of preload * added v0.2.2 to package.json in anticipation of new release * Fixing an issue with prettier and eslint (#324) * Fixing an issue with prettier and eslint There is a conflict between arrow syntax rules in airbnb eslint configuration and the way default prettier works in VSCode. These additional setting should help anyone using VSCode with autoformat + prettier to not run into problems building the library. I am open to better ways of handling this of course! (Note the changes in ImageClassifier are trivial and just testing). * adding eslint-config-prettier as dev dependency * trivial change to run tests again * Adjust charrnn test option length (#326) * changed 500 to 100 to shorted test time * fixed .tobe() to match option * changed vocab size to 64 * changed timeout to 12000 * Adjust charrnn length - comment 2nd test for now (#329) * changed 500 to 100 to shorted test time * fixed .tobe() to match option * changed vocab size to 64 * changed timeout to 12000 * comment out second charRNN test for now to allow merging PRs * Forcing magenta dependency to 0.1.2 (#328) The SketchRNN example doesn't work with more recent magenta (0.1.4) probably due to us lagging behind in versions of tf.js? * SketchRNN creation function should be lowercase (#325) This is related to the discussion in #297. * added v0.2.2 to package.json in anticipation of new release (#330) hooray adding release v0.2.2 * added latest v0.2.2 * Some minor README adjustments (#334) * I am de-emphasizing `@latest` as in my experience this can lead to confusion. * I don't think my name needs to be referenced! * V0.2.3 (#341) * ran npm install, added new package json version, and built dist * updated package lock * updated package lock and ran build * add ImageData as valid image type * add CVAE * add latent dim * add random generate * fix p5Image support * fix CVAE parameter * Added a parameter to the save function so that it is possible to add a custom filename to the model that is saved. * Unet fix (#357) Add uNet model and additional fixes - adds uNet model from @zaidalyafeai ✨ - adds preload() for uNet - uses loadImage on window.loadImage vs. window.p5.loadImage * Added sentiment analysis (#339) * Added sentiment analysis * delete files * fixed issues for pull request * add p5 utils (#358) * fix charRNN tests (#349) * add tests to CharRNN * test(CharRNN): add tests to CharRNN added descriptive tests to ensure CharRNN behaves like its example * remove dist * Add tests to CharRNN (#307) * add tests to CharRNN * test(CharRNN): add tests to CharRNN added descriptive tests to ensure CharRNN behaves like its example * remove dist * check preload support for other nets and classifiers (#313) Adds specified nets to support preload // TODO: add examples showing appropriate use of preload * change CharRNN specs to meet time limit, add initial code for videoClassifier * videoClassifier functioning * charRNN functional * fix out of date file * add preload support for cvae (#360) * Update TensorFlow.js to 1.0.2 (#336) * upgrade to tfjs1.0.0 * fix loadModel * fix buffer * fix getLayer * Adds fixes to PR #332 for tfjs 1.0.2 updates (#366) * upgrade to tfjs1.0.0 * fix loadModel * fix buffer * fix getLayer * updated package lock * added @tensorflow/tfjs-core as dependency * add graphmodel for infer (#365) * Add DCGAN Model into ml5 (#351) * Create index.js * updated index.js and DCGAN/index.js * DCGAN updates and fixes (#362) * Create index.js * fixed DCGAN errors * updates p5Utils destructuring, fixes linting issues, and updates tfjs to 1.0.2 to match dcgan reqs * fixed cvae * use this.model instead of using model as param to this.compute() * Makes UNET compatible with tfjs 1.0.2 (#367) * added package-lock * updated UNET for use with tfjs 1.0.2 * Makes Sentiment compatible with tfjs 1.0.2 (#368) * added package-lock * rm sentiment-node * changed loadModel to loadLayersModel * Makes CVAE compatible with tfjs 1.0.2 (#369) * added package-lock * updates cvae to tfjs 1.0.2 api * update tfjs to 1.1.2 (#373) * featureExtractor: accept HTML canvas or p5 canvas when addImage(), classify() or predict() * fix: KNNClassifier accepts a number as class index when addExample(features, number) * added check for moz browser ref:https://stackoverflow.com/questions/48623376/typeerror-capturestream-is-not-a-function (#375) This addresses the video capture breaking in YOLO and potentially other video based functions that require the use of .captureStream(). As the .captureStream() function is still experimental, this adds the moz prefix and a browser check to see if we are using firefox or not. * rm todo * updated package-lock.json * Adds label number option to featureExtractor.classification() (#376) * changed numClasses to numLabels * added num label as option to classification() * updated FeatureExtractor Test with numLabels * adds object as param to .classificaiton() * moved options into this.config * fix feature extractor test - add .config * added pose:poseWithParts into .singlePose() (#381) * Adds jsdoc inline-documentation - work in progress (#378) * added jsdoc documentation for imageClassifier * adds dcgan documentation - needs checking * Add jsdoc (#382) * Add jsdocs for CharRNN * Add jsdocs for CVAE * Add jsdocs for FeatureExtractor * Add jsdocs for KNN * Add jsdocs for PitchDetection * Add jsdocs for Pix2pix * Add jsdocs for posenet * Add jsdocs for Sentiment * Add jsdocs for styletransfer * add linebreaks to long lines * added basic docs to sketchRnn * added basic docs to unet * added basic docs to word2vec * added basic yolo docs * Adds V0.3.0 to package.json and Readme for new release (#385) * changed package.json to v0.3.0 * added latest version reference in readme * added lib min - will remove after this release * 🌈 New Release: ml5.js v0.3.0 πŸŽ‰ (#386) * add ImageData as valid image type * add CVAE * add latent dim * add random generate * fix p5Image support * fix CVAE parameter * Added a parameter to the save function so that it is possible to add a custom filename to the model that is saved. * Unet fix (#357) Add uNet model and additional fixes - adds uNet model from @zaidalyafeai ✨ - adds preload() for uNet - uses loadImage on window.loadImage vs. window.p5.loadImage * Added sentiment analysis (#339) * Added sentiment analysis * delete files * fixed issues for pull request * add p5 utils (#358) * fix charRNN tests (#349) * add tests to CharRNN * test(CharRNN): add tests to CharRNN added descriptive tests to ensure CharRNN behaves like its example * remove dist * Add tests to CharRNN (#307) * add tests to CharRNN * test(CharRNN): add tests to CharRNN added descriptive tests to ensure CharRNN behaves like its example * remove dist * check preload support for other nets and classifiers (#313) Adds specified nets to support preload // TODO: add examples showing appropriate use of preload * change CharRNN specs to meet time limit, add initial code for videoClassifier * videoClassifier functioning * charRNN functional * fix out of date file * add preload support for cvae (#360) * Update TensorFlow.js to 1.0.2 (#336) * upgrade to tfjs1.0.0 * fix loadModel * fix buffer * fix getLayer * Adds fixes to PR #332 for tfjs 1.0.2 updates (#366) * upgrade to tfjs1.0.0 * fix loadModel * fix buffer * fix getLayer * updated package lock * added @tensorflow/tfjs-core as dependency * add graphmodel for infer (#365) * Add DCGAN Model into ml5 (#351) * Create index.js * updated index.js and DCGAN/index.js * DCGAN updates and fixes (#362) * Create index.js * fixed DCGAN errors * updates p5Utils destructuring, fixes linting issues, and updates tfjs to 1.0.2 to match dcgan reqs * fixed cvae * use this.model instead of using model as param to this.compute() * Makes UNET compatible with tfjs 1.0.2 (#367) * added package-lock * updated UNET for use with tfjs 1.0.2 * Makes Sentiment compatible with tfjs 1.0.2 (#368) * added package-lock * rm sentiment-node * changed loadModel to loadLayersModel * Makes CVAE compatible with tfjs 1.0.2 (#369) * added package-lock * updates cvae to tfjs 1.0.2 api * update tfjs to 1.1.2 (#373) * featureExtractor: accept HTML canvas or p5 canvas when addImage(), classify() or predict() * fix: KNNClassifier accepts a number as class index when addExample(features, number) * added check for moz browser ref:https://stackoverflow.com/questions/48623376/typeerror-capturestream-is-not-a-function (#375) This addresses the video capture breaking in YOLO and potentially other video based functions that require the use of .captureStream(). As the .captureStream() function is still experimental, this adds the moz prefix and a browser check to see if we are using firefox or not. * rm todo * updated package-lock.json * Adds label number option to featureExtractor.classification() (#376) * changed numClasses to numLabels * added num label as option to classification() * updated FeatureExtractor Test with numLabels * adds object as param to .classificaiton() * moved options into this.config * fix feature extractor test - add .config * added pose:poseWithParts into .singlePose() (#381) * Adds jsdoc inline-documentation - work in progress (#378) * added jsdoc documentation for imageClassifier * adds dcgan documentation - needs checking * Add jsdoc (#382) * Add jsdocs for CharRNN * Add jsdocs for CVAE * Add jsdocs for FeatureExtractor * Add jsdocs for KNN * Add jsdocs for PitchDetection * Add jsdocs for Pix2pix * Add jsdocs for posenet * Add jsdocs for Sentiment * Add jsdocs for styletransfer * add linebreaks to long lines * added basic docs to sketchRnn * added basic docs to unet * added basic docs to word2vec * added basic yolo docs * Adds V0.3.0 to package.json and Readme for new release (#385) * changed package.json to v0.3.0 * added latest version reference in readme * added lib min - will remove after this release * 🌈 New Release: ml5.js v0.3.0 πŸŽ‰ (#386) * add ImageData as valid image type * add CVAE * add latent dim * add random generate * fix p5Image support * fix CVAE parameter * Added a parameter to the save function so that it is possible to add a custom filename to the model that is saved. * Unet fix (#357) Add uNet model and additional fixes - adds uNet model from @zaidalyafeai ✨ - adds preload() for uNet - uses loadImage on window.loadImage vs. window.p5.loadImage * Added sentiment analysis (#339) * Added sentiment analysis * delete files * fixed issues for pull request * add p5 utils (#358) * fix charRNN tests (#349) * add tests to CharRNN * test(CharRNN): add tests to CharRNN added descriptive tests to ensure CharRNN behaves like its example * remove dist * Add tests to CharRNN (#307) * add tests to CharRNN * test(CharRNN): add tests to CharRNN added descriptive tests to ensure CharRNN behaves like its example * remove dist * check preload support for other nets and classifiers (#313) Adds specified nets to support preload // TODO: add examples showing appropriate use of preload * change CharRNN specs to meet time limit, add initial code for videoClassifier * videoClassifier functioning * charRNN functional * fix out of date file * add preload support for cvae (#360) * Update TensorFlow.js to 1.0.2 (#336) * upgrade to tfjs1.0.0 * fix loadModel * fix buffer * fix getLayer * Adds fixes to PR #332 for tfjs 1.0.2 updates (#366) * upgrade to tfjs1.0.0 * fix loadModel * fix buffer * fix getLayer * updated package lock * added @tensorflow/tfjs-core as dependency * add graphmodel for infer (#365) * Add DCGAN Model into ml5 (#351) * Create index.js * updated index.js and DCGAN/index.js * DCGAN updates and fixes (#362) * Create index.js * fixed DCGAN errors * updates p5Utils destructuring, fixes linting issues, and updates tfjs to 1.0.2 to match dcgan reqs * fixed cvae * use this.model instead of using model as param to this.compute() * Makes UNET compatible with tfjs 1.0.2 (#367) * added package-lock * updated UNET for use with tfjs 1.0.2 * Makes Sentiment compatible with tfjs 1.0.2 (#368) * added package-lock * rm sentiment-node * changed loadModel to loadLayersModel * Makes CVAE compatible with tfjs 1.0.2 (#369) * added package-lock * updates cvae to tfjs 1.0.2 api * update tfjs to 1.1.2 (#373) * featureExtractor: accept HTML canvas or p5 canvas when addImage(), classify() or predict() * fix: KNNClassifier accepts a number as class index when addExample(features, number) * added check for moz browser ref:https://stackoverflow.com/questions/48623376/typeerror-capturestream-is-not-a-function (#375) This addresses the video capture breaking in YOLO and potentially other video based functions that require the use of .captureStream(). As the .captureStream() function is still experimental, this adds the moz prefix and a browser check to see if we are using firefox or not. * rm todo * updated package-lock.json * Adds label number option to featureExtractor.classification() (#376) * changed numClasses to numLabels * added num label as option to classification() * updated FeatureExtractor Test with numLabels * adds object as param to .classificaiton() * moved options into this.config * fix feature extractor test - add .config * added pose:poseWithParts into .singlePose() (#381) * Adds jsdoc inline-documentation - work in progress (#378) * added jsdoc documentation for imageClassifier * adds dcgan documentation - needs checking * Add jsdoc (#382) * Add jsdocs for CharRNN * Add jsdocs for CVAE * Add jsdocs for FeatureExtractor * Add jsdocs for KNN * Add jsdocs for PitchDetection * Add jsdocs for Pix2pix * Add jsdocs for posenet * Add jsdocs for Sentiment * Add jsdocs for styletransfer * add linebreaks to long lines * added basic docs to sketchRnn * added basic docs to unet * added basic docs to word2vec * added basic yolo docs * Adds V0.3.0 to package.json and Readme for new release (#385) * changed package.json to v0.3.0 * added latest version reference in readme * added lib min - will remove after this release * added ml5.imageClassifier(doodleNet) * doodlenet: transfer input img to black white image * warm up model, comments * added ml5.soundClassifier(speech-command) * Revert "added ml5.soundClassifier(speech-command)" This reverts commit 317c146450d65aa1ad9f1ef67bf912a792b0d8a0. * update darknet link to use jsdelivr instead (#391) * changed cdn link to doodlenet model (#390) * adding ml5.soundClassifier(speech-commands) (#389) * added ml5.soundClassifier(speech-commands) * not require fs node module for testing * Reuse getTopKClasses in doodlenet, darkneet and speech-commands * fix: getTopKClasses return className and probability * DCGAN refactor + preload (#398) * restructure dcgan to accept path to manifest.json * added check for absolute or relative url path * rm console.log * added DEFAULT if modelPath is null or undefined in jsonLoader * use async/await in loadModel * add dcgan to preload * fixed breaking change * updated index * added modelReady prop * shows preload working without additional async call to load manifest * allows for preload * added a bird image for testing purpose * update bird image link from ml5-library for testing (#403) * renaming model names to ml5.soundClassifier(SpeechCommands18w) (#404) * ml5.featureExtractor loading models from the new teachable machine (#395) * load model from new teachable machine * featureExtractor use jointModel * only train custom model but save the joint model * Bodypix (#400) * added BodyPix placeholder * "@tensorflow-models/body-pix": "1.0.1", * initial commit placeholder for bodypix * added bodypix as bp and loadModel() * added segment and segmentInternal * change promise to async * return result maskPerson and maskBackground * adds part segmentation * rm log * add segmentation as result.raw * add function to create bodyParts spec object * added test * added optional segmentationOptions param to segment() and segmentWithParts() * added package.lock * updated DEFAULTS to BODYPIX_DEFAULTS * code cleanup * added comments * added jsdoc comments * add check p5 color() * updated bodyPartSpec image color handling for p5 * changed palette spec to object * ml5.imageClassifier() loads pre-trained custom model (#408) * imageClassifier load a model from url * added options to local model from local files * supports imageClassifier.classify(video) * ml5.soundClassifier(url) * docs: add shiffman as a contributor (#410) * docs: update README.md * docs: create .all-contributorsrc * docs: add cvalenzuela as a contributor (#414) * docs: update README.md * docs: create .all-contributorsrc * docs: update README.md * docs: update .all-contributorsrc * rm files to start fresh (#417) * docs: add shiffman as a contributor (#418) * docs: update README.md * docs: create .all-contributorsrc * docs: add cvalenzuela as a contributor (#419) * docs: update README.md * docs: update .all-contributorsrc * docs: add yining1023 as a contributor (#421) * docs: update README.md * docs: update .all-contributorsrc * docs: add handav as a contributor (#423) * docs: update README.md * docs: update .all-contributorsrc * docs: add joeyklee as a contributor (#424) * docs: update README.md * docs: update .all-contributorsrc * docs: add AshleyJaneLewis as a contributor (#425) * docs: update README.md * docs: update .all-contributorsrc * docs: add ellennickles as a contributor (#426) * docs: update README.md * docs: update .all-contributorsrc * docs: add itayniv as a contributor (#427) * docs: update README.md * docs: update .all-contributorsrc * docs: add nikitahuggins as a contributor (#428) * docs: update README.md * docs: update .all-contributorsrc * docs: add AbolTaabol as a contributor (#429) * docs: update README.md * docs: update .all-contributorsrc * docs: add AidanNelson as a contributor (#430) * docs: update README.md * docs: update .all-contributorsrc * docs: add WenheLI as a contributor (#431) * docs: update README.md * docs: update .all-contributorsrc * docs: add dariusk as a contributor (#432) * docs: update README.md * docs: update .all-contributorsrc * docs: add Derek-Wds as a contributor (#433) * docs: update README.md * docs: update .all-contributorsrc * docs: add garym140 as a contributor (#434) * docs: update README.md * docs: update .all-contributorsrc * docs: add genekogan as a contributor (#435) * docs: update README.md * docs: update .all-contributorsrc * docs: add hhayley as a contributor (#436) * docs: update README.md * docs: update .all-contributorsrc * docs: add lisajamhoury as a contributor (#437) * docs: update README.md * docs: update .all-contributorsrc * docs: add matamalaortiz as a contributor (#438) * docs: update README.md * docs: update .all-contributorsrc * docs: add mayaman as a contributor (#439) * docs: update README.md * docs: update .all-contributorsrc * docs: add MimiOnuoha as a contributor (#440) * docs: update README.md * docs: update .all-contributorsrc * docs: add NHibiki as a contributor (#441) * docs: update README.md * docs: update .all-contributorsrc * docs: add oveddan as a contributor (#442) * docs: update README.md * docs: update .all-contributorsrc * docs: add stephkoltun as a contributor (#443) * docs: update README.md * docs: update .all-contributorsrc * docs: add viztopia as a contributor (#444) * docs: update README.md * docs: update .all-contributorsrc * docs: add wenqili as a contributor (#446) * docs: update README.md * docs: update .all-contributorsrc * docs: add brondle as a contributor (#447) * docs: update README.md * docs: update .all-contributorsrc * docs: add Jonarod as a contributor (#448) * docs: update README.md * docs: update .all-contributorsrc * docs: add JazzTap as a contributor (#449) * docs: update README.md * docs: update .all-contributorsrc * docs: add zaidalyafeai as a contributor (#450) * docs: update README.md * docs: update .all-contributorsrc * docs: add AlcaDesign as a contributor (#451) * docs: update README.md * docs: update .all-contributorsrc * docs: add memo as a contributor (#452) * docs: update README.md * docs: update .all-contributorsrc * docs: add TheHidden1 as a contributor (#453) * docs: update README.md * docs: update .all-contributorsrc * docs: add meiamsome as a contributor (#454) * docs: update README.md * docs: update .all-contributorsrc * docs: add marshalhayes as a contributor (#455) * docs: update README.md * docs: update .all-contributorsrc * docs: add reiinakano as a contributor (#456) * docs: update README.md * docs: update .all-contributorsrc * docs: add nsthorat as a contributor (#457) * docs: update README.md * docs: update .all-contributorsrc * docs: add irealva as a contributor (#458) * docs: update README.md * docs: update .all-contributorsrc * docs: add vndrewlee as a contributor (#459) * docs: update README.md * docs: update .all-contributorsrc * docs: add fjcamillo as a contributor (#460) * docs: update README.md * docs: update .all-contributorsrc * docs: add achimkoh as a contributor (#461) * docs: update README.md * docs: update .all-contributorsrc * docs: add hx2A as a contributor (#462) * docs: update README.md * docs: update .all-contributorsrc * docs: add champierre as a contributor (#465) * docs: update README.md * docs: update .all-contributorsrc * docs: add micuat as a contributor (#466) * docs: update README.md * docs: update .all-contributorsrc * docs: add montoyamoraga as a contributor (#467) * docs: update README.md * docs: update .all-contributorsrc * docs: add b2renger as a contributor (#468) * docs: update README.md * docs: update .all-contributorsrc * docs: add adityaas26 as a contributor (#469) * docs: update README.md * docs: update .all-contributorsrc * docs: add okuna291 as a contributor (#470) * docs: update README.md * docs: update .all-contributorsrc * docs: add xujenna as a contributor (#471) * docs: update README.md * docs: update .all-contributorsrc * docs: add nicoleflloyd as a contributor (#472) * docs: update README.md * docs: update .all-contributorsrc * updated package-lock --- package-lock.json | 2 +- src/DCGAN/index.js | 3 +-- 2 files changed, 2 insertions(+), 3 deletions(-) diff --git a/package-lock.json b/package-lock.json index 13c1cffd1..0fbaf9093 100644 --- a/package-lock.json +++ b/package-lock.json @@ -1,6 +1,6 @@ { "name": "ml5", - "version": "0.3.0", + "version": "0.3.1", "lockfileVersion": 1, "requires": true, "dependencies": { diff --git a/src/DCGAN/index.js b/src/DCGAN/index.js index 9281db721..a706523bc 100644 --- a/src/DCGAN/index.js +++ b/src/DCGAN/index.js @@ -92,7 +92,6 @@ class DCGANBase { // get the raw data from tensor const raw = await tf.browser.toPixels(imageTensor); - // get the blob from raw const [imgHeight, imgWidth] = imageTensor.shape; const blob = await p5Utils.rawToBlob(raw, imgWidth, imgHeight); @@ -147,4 +146,4 @@ const DCGAN = (modelPath, cb) => { } -export default DCGAN; \ No newline at end of file +export default DCGAN; From c072e0184f473b4108247143bca870674fba4fc0 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Naoto=20HI=C3=89DA?= Date: Sat, 8 Jun 2019 14:42:21 +0200 Subject: [PATCH 002/108] pass vector to dcgan compute --- src/DCGAN/index.js | 18 ++++++++++++------ 1 file changed, 12 insertions(+), 6 deletions(-) diff --git a/src/DCGAN/index.js b/src/DCGAN/index.js index a706523bc..5b248df2c 100644 --- a/src/DCGAN/index.js +++ b/src/DCGAN/index.js @@ -59,9 +59,9 @@ class DCGANBase { * @param {function} callback - a callback function handle the results of generate * @return {object} a promise or the result of the callback function. */ - async generate(callback) { + async generate(callback, val) { await this.ready; - return callCallback(this.generateInternal(), callback); + return callCallback(this.generateInternal(val), callback); } /** @@ -69,9 +69,15 @@ class DCGANBase { * @param {number} latentDim - the number of latent dimensions to pass through * @return {object} a tensor */ - async compute(latentDim) { + async compute(latentDim,val) { const y = tf.tidy(() => { - const z = tf.randomNormal([1, latentDim]); + const buffer = tf.buffer([1, latentDim]); + for(let count = 0; count < latentDim; count+=1) { + buffer.set(val[count], 0, count); + } + const z = buffer.toTensor(); + z.print(); + console.log(latentDim) // TBD: should model be a parameter to compute or is it ok to reference this.model here? const yDim = this.model.predict(z).squeeze().transpose([1, 2, 0]).div(tf.scalar(2)).add(tf.scalar(0.5)); return yDim; @@ -84,11 +90,11 @@ class DCGANBase { * Takes the tensor from compute() and returns an object of the generate image data * @return {object} includes blob, raw, and tensor. if P5 exists, then a p5Image */ - async generateInternal() { + async generateInternal(val) { const { modelLatentDim } = this.modelInfo; - const imageTensor = await this.compute(modelLatentDim); + const imageTensor = await this.compute(modelLatentDim, val); // get the raw data from tensor const raw = await tf.browser.toPixels(imageTensor); From 4c0cc729b05daa94235064d9605f32d08426af1c Mon Sep 17 00:00:00 2001 From: Joey Lee Date: Tue, 11 Jun 2019 10:33:17 -0400 Subject: [PATCH 003/108] Adds face-api.js to ml5.js (#482) * initial commit - add classifyExpressions * added classifyExpressionsMultiple() and classifyExpressionsSingle() * remove modelPath requirement in favor of defaults * updated index with links to tiny landmarks * adds option to add relative path or absolute url * updated url checking for models * changed function names * updated functions to .detect() and .detectSingle() * check undefined, otherwise assign * added resize function to results by default * code cleanup * added test to faceapi * added tests * added face parts to result.parts * code cleanup * changed options from withFaceX to withX * code cleanup * code cleanup * fixed conditional to include face .withFaceDescriptor(s) --- package-lock.json | 48 +++- package.json | 5 +- src/FaceApi/index.js | 465 ++++++++++++++++++++++++++++++++++++++ src/FaceApi/index_test.js | 78 +++++++ src/index.js | 2 + 5 files changed, 594 insertions(+), 4 deletions(-) create mode 100644 src/FaceApi/index.js create mode 100644 src/FaceApi/index_test.js diff --git a/package-lock.json b/package-lock.json index 0fbaf9093..63f3d7b61 100644 --- a/package-lock.json +++ b/package-lock.json @@ -5195,6 +5195,29 @@ "integrity": "sha1-lpGEQOMEGnpBT4xS48V06zw+HgU=", "dev": true }, + "face-api.js": { + "version": "0.20.0", + "resolved": "https://registry.npmjs.org/face-api.js/-/face-api.js-0.20.0.tgz", + "integrity": "sha512-9yDRChHdqT61AI+bGrNz5PJDHZl8+6CD4hoMChlteHAYInZIOEMhM6Wbn+2YcLVW+rUhufhanMQ9JjHV+x3ATg==", + "requires": { + "@tensorflow/tfjs-core": "1.0.3", + "tfjs-image-recognition-base": "^0.6.0", + "tslib": "^1.9.3" + }, + "dependencies": { + "@tensorflow/tfjs-core": { + "version": "1.0.3", + "resolved": "https://registry.npmjs.org/@tensorflow/tfjs-core/-/tfjs-core-1.0.3.tgz", + "integrity": "sha512-2UbjMQkmrykIIZuoRfmDPrtWm+6fdQRlYLCUJdiOIooeu/q4nye587HM1qKcdZosGPZTW6VvX+4VIVieYn5i0A==", + "requires": { + "@types/seedrandom": "2.4.27", + "@types/webgl-ext": "0.0.30", + "@types/webgl2": "0.0.4", + "seedrandom": "2.4.3" + } + } + } + }, "fast-deep-equal": { "version": "1.1.0", "resolved": "https://registry.npmjs.org/fast-deep-equal/-/fast-deep-equal-1.1.0.tgz", @@ -13748,6 +13771,28 @@ "integrity": "sha512-qftQXnX1DzpSV8EddtHIT0eDDEiBF8ywhFYR2lI9xrGtxqKN+CvLXhACeCIGbCpQfxxERbrkZEFb8cZcDKbVZA==", "dev": true }, + "tfjs-image-recognition-base": { + "version": "0.6.0", + "resolved": "https://registry.npmjs.org/tfjs-image-recognition-base/-/tfjs-image-recognition-base-0.6.0.tgz", + "integrity": "sha512-wFk3ivWjdQwsXgEfU1PdTf3smve2AbCjiwJKrq9lDGmKh75aL8UIy0bVNa15r+8sFaT4vJz/9AKOSI0w78wW0g==", + "requires": { + "@tensorflow/tfjs-core": "1.0.3", + "tslib": "^1.9.3" + }, + "dependencies": { + "@tensorflow/tfjs-core": { + "version": "1.0.3", + "resolved": "https://registry.npmjs.org/@tensorflow/tfjs-core/-/tfjs-core-1.0.3.tgz", + "integrity": "sha512-2UbjMQkmrykIIZuoRfmDPrtWm+6fdQRlYLCUJdiOIooeu/q4nye587HM1qKcdZosGPZTW6VvX+4VIVieYn5i0A==", + "requires": { + "@types/seedrandom": "2.4.27", + "@types/webgl-ext": "0.0.30", + "@types/webgl2": "0.0.4", + "seedrandom": "2.4.3" + } + } + } + }, "through": { "version": "2.3.8", "resolved": "https://registry.npmjs.org/through/-/through-2.3.8.tgz", @@ -13919,8 +13964,7 @@ "tslib": { "version": "1.9.3", "resolved": "https://registry.npmjs.org/tslib/-/tslib-1.9.3.tgz", - "integrity": "sha512-4krF8scpejhaOgqzBEcGM7yDIEfi0/8+8zDRZhNZZ2kjmHJ4hv3zCbQWxoJGz1iw5U0Jl0nma13xzHXcncMavQ==", - "dev": true + "integrity": "sha512-4krF8scpejhaOgqzBEcGM7yDIEfi0/8+8zDRZhNZZ2kjmHJ4hv3zCbQWxoJGz1iw5U0Jl0nma13xzHXcncMavQ==" }, "tsscmp": { "version": "1.0.6", diff --git a/package.json b/package.json index 5bb304f4c..1388531dc 100644 --- a/package.json +++ b/package.json @@ -89,12 +89,13 @@ }, "dependencies": { "@magenta/sketch": "0.2.0", + "@tensorflow-models/body-pix": "1.0.1", "@tensorflow-models/knn-classifier": "1.0.0", "@tensorflow-models/mobilenet": "1.0.0", "@tensorflow-models/posenet": "1.0.0", "@tensorflow-models/speech-commands": "0.3.8", - "@tensorflow-models/body-pix": "1.0.1", "@tensorflow/tfjs": "1.1.2", - "events": "^3.0.0" + "events": "^3.0.0", + "face-api.js": "^0.20.0" } } diff --git a/src/FaceApi/index.js b/src/FaceApi/index.js new file mode 100644 index 000000000..58bb990b6 --- /dev/null +++ b/src/FaceApi/index.js @@ -0,0 +1,465 @@ +// Copyright (c) 2019 ml5 +// +// This software is released under the MIT License. +// https://opensource.org/licenses/MIT + +/* eslint prefer-destructuring: ["error", {AssignmentExpression: {array: false}}] */ +/* eslint no-await-in-loop: "off" */ + +/* + * FaceApi: real-time face recognition, expressions, and landmark detection + * Ported and integrated from all the hard work by: https://github.com/justadudewhohacks/face-api.js?files=1 + */ + +import * as tf from '@tensorflow/tfjs'; +import * as faceapi from 'face-api.js'; +import callCallback from '../utils/callcallback'; + +const DEFAULTS = { + withLandmarks: true, + withExpressions: true, + withDescriptors: true, + MODEL_URLS: { + Mobilenetv1Model: 'https://raw.githubusercontent.com/ml5js/ml5-data-and-models/face-api/models/faceapi/ssd_mobilenetv1_model-weights_manifest.json', + FaceLandmarkModel: 'https://raw.githubusercontent.com/ml5js/ml5-data-and-models/face-api/models/faceapi/face_landmark_68_model-weights_manifest.json', + FaceLandmark68TinyNet: 'https://raw.githubusercontent.com/ml5js/ml5-data-and-models/face-api/models/faceapi/face_landmark_68_tiny_model-weights_manifest.json', + FaceRecognitionModel: 'https://raw.githubusercontent.com/ml5js/ml5-data-and-models/face-api/models/faceapi/face_recognition_model-weights_manifest.json', + FaceExpressionModel: 'https://raw.githubusercontent.com/ml5js/ml5-data-and-models/face-api/models/faceapi/face_expression_model-weights_manifest.json' + } +} + +class FaceApiBase { + /** + * Create FaceApi. + * @param {HTMLVideoElement} video - An HTMLVideoElement. + * @param {object} options - An object with options. + * @param {function} callback - A callback to be called when the model is ready. + */ + constructor(video, options, callback) { + this.video = video; + this.model = null; + this.modelReady = false; + this.config = { + withLandmarks: this.checkUndefined(options.withLandmarks, DEFAULTS.withLandmarks), + withExpressions: this.checkUndefined(options.withExpressions, DEFAULTS.withExpressions), + withDescriptors: this.checkUndefined(options.withDescriptors, DEFAULTS.withDescriptors), + MODEL_URLS: { + Mobilenetv1Model: this.checkUndefined(options.Mobilenetv1Model, DEFAULTS.MODEL_URLS.Mobilenetv1Model), + FaceLandmarkModel: this.checkUndefined(options.FaceLandmarkModel, DEFAULTS.MODEL_URLS.FaceLandmarkModel), + FaceLandmark68TinyNet: this.checkUndefined(options.FaceLandmark68TinyNet, DEFAULTS.MODEL_URLS.FaceLandmark68TinyNet), + FaceRecognitionModel: this.checkUndefined(options.FaceRecognitionModel, DEFAULTS.MODEL_URLS.FaceRecognitionModel), + FaceExpressionModel: this.checkUndefined(options.FaceExpressionModel, DEFAULTS.MODEL_URLS.FaceExpressionModel), + } + } + + this.ready = callCallback(this.loadModel(), callback); + } + + /** + * Load the model and set it to this.model + * @return {this} the BodyPix model. + */ + async loadModel() { + const modelOptions = [ + "Mobilenetv1Model", + "FaceLandmarkModel", + "FaceLandmark68TinyNet", + "FaceRecognitionModel", + "FaceExpressionModel", + ]; + + Object.keys(this.config.MODEL_URLS).forEach(item => { + if (modelOptions.includes(item)) { + this.config.MODEL_URLS[item] = this.getModelPath(this.config.MODEL_URLS[item]); + } + }); + + const { + Mobilenetv1Model, + FaceLandmarkModel, + FaceRecognitionModel, + FaceExpressionModel + } = this.config.MODEL_URLS; + + this.model = faceapi; + await this.model.loadSsdMobilenetv1Model(Mobilenetv1Model) + await this.model.loadFaceLandmarkModel(FaceLandmarkModel) + // await this.model.loadFaceLandmarkTinyModel(FaceLandmark68TinyNet) + await this.model.loadFaceRecognitionModel(FaceRecognitionModel) + await this.model.loadFaceExpressionModel(FaceExpressionModel) + this.modelReady = true; + return this; + } + + + /** + * .detect() - classifies multiple features by default + * @param {*} optionsOrCallback + * @param {*} configOrCallback + * @param {*} cb + */ + async detect(optionsOrCallback, configOrCallback, cb) { + let imgToClassify = this.video; + let callback; + let faceApiOptions = this.config; + + // Handle the image to predict + if (typeof optionsOrCallback === 'function') { + imgToClassify = this.video; + callback = optionsOrCallback; + // clean the following conditional statement up! + } else if (optionsOrCallback instanceof HTMLImageElement) { + imgToClassify = optionsOrCallback; + } else if ( + typeof optionsOrCallback === 'object' && + optionsOrCallback.elt instanceof HTMLImageElement + ) { + imgToClassify = optionsOrCallback.elt; // Handle p5.js image + } else if (optionsOrCallback instanceof HTMLCanvasElement) { + imgToClassify = optionsOrCallback; + } else if ( + typeof optionsOrCallback === 'object' && + optionsOrCallback.elt instanceof HTMLCanvasElement + ) { + imgToClassify = optionsOrCallback.elt; // Handle p5.js image + } else if ( + typeof optionsOrCallback === 'object' && + optionsOrCallback.canvas instanceof HTMLCanvasElement + ) { + imgToClassify = optionsOrCallback.canvas; // Handle p5.js image + } else if (!(this.video instanceof HTMLVideoElement)) { + // Handle unsupported input + throw new Error( + 'No input image provided. If you want to classify a video, pass the video element in the constructor. ', + ); + } + + if (typeof configOrCallback === 'object') { + faceApiOptions = configOrCallback; + } else if (typeof configOrCallback === 'function') { + callback = configOrCallback; + } + + if (typeof cb === 'function') { + callback = cb; + } + + return callCallback(this.detectInternal(imgToClassify, faceApiOptions), callback); + } + + /** + * Detects multiple internal function + * @param {HTMLImageElement || HTMLVideoElement} imgToClassify + * @param {Object} faceApiOptions + */ + async detectInternal(imgToClassify, faceApiOptions) { + await this.ready; + await tf.nextFrame(); + + if (this.video && this.video.readyState === 0) { + await new Promise(resolve => { + this.video.onloadeddata = () => resolve(); + }); + } + + // sets the return options if any are passed in during .detect() or .detectSingle() + this.config = this.setReturnOptions(faceApiOptions); + + const { + withLandmarks, + withExpressions, + withDescriptors + } = this.config + + let result; + + if (withLandmarks) { + if (withExpressions && withDescriptors) { + result = await this.model.detectAllFaces(imgToClassify).withFaceLandmarks().withFaceExpressions().withFaceDescriptors(); + } else if (withExpressions) { + result = await this.model.detectAllFaces(imgToClassify).withFaceLandmarks().withFaceExpressions(); + } else if (withDescriptors) { + result = await this.model.detectAllFaces(imgToClassify).withFaceLandmarks().withFaceDescriptors(); + } else { + result = await this.model.detectAllFaces(imgToClassify).withFaceLandmarks() + } + + } else if (withLandmarks === false) { + result = await this.model.detectAllFaces(imgToClassify).withFaceExpressions() + } else { + result = await this.model.detectAllFaces(imgToClassify).withFaceLandmarks().withFaceExpressions().withFaceDescriptors(); + } + + + // always resize the results to the input image size + result = this.resizeResults(result, imgToClassify.width, imgToClassify.height) + // assign the {parts} object after resizing + result = this.landmarkParts(result); + + return result + } + + /** + * .detecSinglet() - classifies a single feature with higher accuracy + * @param {*} optionsOrCallback + * @param {*} configOrCallback + * @param {*} cb + */ + async detectSingle(optionsOrCallback, configOrCallback, cb) { + let imgToClassify = this.video; + let callback; + let faceApiOptions = this.config; + + // Handle the image to predict + if (typeof optionsOrCallback === 'function') { + imgToClassify = this.video; + callback = optionsOrCallback; + // clean the following conditional statement up! + } else if (optionsOrCallback instanceof HTMLImageElement) { + imgToClassify = optionsOrCallback; + } else if ( + typeof optionsOrCallback === 'object' && + optionsOrCallback.elt instanceof HTMLImageElement + ) { + imgToClassify = optionsOrCallback.elt; // Handle p5.js image + } else if (optionsOrCallback instanceof HTMLCanvasElement) { + imgToClassify = optionsOrCallback; + } else if ( + typeof optionsOrCallback === 'object' && + optionsOrCallback.elt instanceof HTMLCanvasElement + ) { + imgToClassify = optionsOrCallback.elt; // Handle p5.js image + } else if ( + typeof optionsOrCallback === 'object' && + optionsOrCallback.canvas instanceof HTMLCanvasElement + ) { + imgToClassify = optionsOrCallback.canvas; // Handle p5.js image + } else if (!(this.video instanceof HTMLVideoElement)) { + // Handle unsupported input + throw new Error( + 'No input image provided. If you want to classify a video, pass the video element in the constructor. ', + ); + } + + if (typeof configOrCallback === 'object') { + faceApiOptions = configOrCallback; + } else if (typeof configOrCallback === 'function') { + callback = configOrCallback; + } + + if (typeof cb === 'function') { + callback = cb; + } + + return callCallback(this.detectSingleInternal(imgToClassify, faceApiOptions), callback); + } + + /** + * Detects only a single feature + * @param {HTMLImageElement || HTMLVideoElement} imgToClassify + * @param {Object} faceApiOptions + */ + async detectSingleInternal(imgToClassify, faceApiOptions) { + await this.ready; + await tf.nextFrame(); + + if (this.video && this.video.readyState === 0) { + await new Promise(resolve => { + this.video.onloadeddata = () => resolve(); + }); + } + + // sets the return options if any are passed in during .detect() or .detectSingle() + this.config = this.setReturnOptions(faceApiOptions); + + const { + withLandmarks, + withExpressions, + withDescriptors + } = this.config + + let result; + if (withLandmarks) { + if (withExpressions && withDescriptors) { + result = await this.model.detectSingleFace(imgToClassify).withFaceLandmarks().withFaceExpressions().withFaceDescriptor(); + } else if (withExpressions) { + result = await this.model.detectSingleFace(imgToClassify).withFaceLandmarks().withFaceExpressions(); + } else if (withDescriptors) { + result = await this.model.detectSingleFace(imgToClassify).withFaceLandmarks().withFaceDescriptor(); + } else { + result = await this.model.detectSingleFace(imgToClassify).withFaceLandmarks() + } + + } else if (withLandmarks === false) { + result = await this.model.detectSingleFace(imgToClassify).withFaceExpressions() + } else { + result = await this.model.detectSingleFace(imgToClassify).withFaceLandmarks().withFaceExpressions().withFaceDescriptor(); + } + + // always resize the results to the input image size + result = this.resizeResults(result, imgToClassify.width, imgToClassify.height) + + // assign the {parts} object after resizing + result = this.landmarkParts(result); + + return result + } + + /** + * Check if the given _param is undefined, otherwise return the _default + * @param {*} _param + * @param {*} _default + */ + checkUndefined(_param, _default) { + return _param !== undefined ? _param : _default; + } + + /** + * Checks if the given string is an absolute or relative path and returns + * the path to the modelJson + * @param {String} absoluteOrRelativeUrl + */ + getModelPath(absoluteOrRelativeUrl) { + const modelJsonPath = this.isAbsoluteURL(absoluteOrRelativeUrl) ? absoluteOrRelativeUrl : window.location.pathname + absoluteOrRelativeUrl + return modelJsonPath; + } + + /** + * Sets the return options for .detect() or .detectSingle() in case any are given + * @param {Object} faceApiOptions + */ + setReturnOptions(faceApiOptions) { + const output = Object.assign({}, this.config); + const options = ["withLandmarks", "withLandmarks", "withDescriptors"]; + + options.forEach(prop => { + if (faceApiOptions[prop] !== undefined) { + this.config[prop] = faceApiOptions[prop] + } else { + output[prop] = this.config[prop]; + } + }) + + return output; + } + + /** + * Resize results to size of input image + * @param {*} str + */ + resizeResults(detections, width, height) { + if (width === undefined || height === undefined) { + throw new Error('width and height must be defined') + } + return this.model.resizeResults(detections, { + "width": width, + "height": height + }) + } + + /* eslint class-methods-use-this: "off" */ + isAbsoluteURL(str) { + const pattern = new RegExp('^(?:[a-z]+:)?//', 'i'); + return !!pattern.test(str); + } + + /** + * get parts from landmarks + * @param {*} result + */ + landmarkParts(result) { + let output; + // multiple detections is an array + if (Array.isArray(result) === true) { + output = result.map(item => { + // if landmarks exist return parts + const newItem = Object.assign({}, item); + if (newItem.landmarks) { + const { + landmarks + } = newItem; + newItem.parts = { + mouth: landmarks.getMouth(), + nose: landmarks.getNose(), + leftEye: landmarks.getLeftEye(), + leftEyeBrow: landmarks.getLeftEyeBrow(), + rightEye: landmarks.getRightEye(), + rightEyeBrow: landmarks.getRightEyeBrow(), + jawOutline: landmarks.getJawOutline(), + } + } else { + newItem.parts = { + mouth: [], + nose: [], + leftEye: [], + leftEyeBrow: [], + rightEye: [], + rightEyeBrow: [], + jawOutline: [], + } + } + return newItem; + }) + // single detection is an object + } else { + output = Object.assign({}, result); + if (output.landmarks) { + const { + landmarks + } = result; + output.parts = { + mouth: landmarks.getMouth(), + nose: landmarks.getNose(), + leftEye: landmarks.getLeftEye(), + leftEyeBrow: landmarks.getLeftEyeBrow(), + rightEye: landmarks.getRightEye(), + rightEyeBrow: landmarks.getRightEyeBrow() + } + } else { + output.parts = { + mouth: [], + nose: [], + leftEye: [], + leftEyeBrow: [], + rightEye: [], + rightEyeBrow: [] + } + } + } + + return output; + } + +} + +const faceApi = (videoOrOptionsOrCallback, optionsOrCallback, cb) => { + let video; + let options = {}; + let callback = cb; + + if (videoOrOptionsOrCallback instanceof HTMLVideoElement) { + video = videoOrOptionsOrCallback; + } else if ( + typeof videoOrOptionsOrCallback === 'object' && + videoOrOptionsOrCallback.elt instanceof HTMLVideoElement + ) { + video = videoOrOptionsOrCallback.elt; // Handle a p5.js video element + } else if (typeof videoOrOptionsOrCallback === 'object') { + options = videoOrOptionsOrCallback; + } else if (typeof videoOrOptionsOrCallback === 'function') { + callback = videoOrOptionsOrCallback; + } + + if (typeof optionsOrCallback === 'object') { + + options = optionsOrCallback; + console.log(options) + } else if (typeof optionsOrCallback === 'function') { + callback = optionsOrCallback; + } + + const instance = new FaceApiBase(video, options, callback); + return callback ? instance : instance.ready; +} + +export default faceApi; \ No newline at end of file diff --git a/src/FaceApi/index_test.js b/src/FaceApi/index_test.js new file mode 100644 index 000000000..5c4da7e7e --- /dev/null +++ b/src/FaceApi/index_test.js @@ -0,0 +1,78 @@ +// Copyright (c) 2018 ml5 +// +// This software is released under the MIT License. +// https://opensource.org/licenses/MIT + +const { + faceApi +} = ml5; + +const FACEAPI_DEFAULTS = { + withLandmarks: true, + withExpressions: true, + withDescriptors: true, + MODEL_URLS: { + Mobilenetv1Model: 'https://raw.githubusercontent.com/ml5js/ml5-data-and-models/face-api/models/faceapi/ssd_mobilenetv1_model-weights_manifest.json', + FaceLandmarkModel: 'https://raw.githubusercontent.com/ml5js/ml5-data-and-models/face-api/models/faceapi/face_landmark_68_model-weights_manifest.json', + FaceLandmark68TinyNet: 'https://raw.githubusercontent.com/ml5js/ml5-data-and-models/face-api/models/faceapi/face_landmark_68_tiny_model-weights_manifest.json', + FaceRecognitionModel: 'https://raw.githubusercontent.com/ml5js/ml5-data-and-models/face-api/models/faceapi/face_recognition_model-weights_manifest.json', + FaceExpressionModel: 'https://raw.githubusercontent.com/ml5js/ml5-data-and-models/face-api/models/faceapi/face_expression_model-weights_manifest.json' + } +} + + +describe('faceApi', () => { + let faceapi; + + async function getImage() { + const img = new Image(); + img.crossOrigin = true; + img.src = 'https://raw.githubusercontent.com/ml5js/ml5-examples/face-api/p5js/FaceApi/FaceApi_Image_Landmarks/assets/frida.jpg'; + await new Promise((resolve) => { + img.onload = resolve; + }); + return img; + } + + async function getCanvas() { + const img = await getImage(); + const canvas = document.createElement('canvas'); + canvas.width = img.width; + canvas.height = img.height; + canvas.getContext('2d').drawImage(img, 0, 0); + return canvas; + } + + beforeEach(async () => { + jasmine.DEFAULT_TIMEOUT_INTERVAL = 15000; + faceapi = await faceApi(); + }); + + it('Should create faceApi with all the defaults', async () => { + expect(faceapi.config.withLandmarks).toBe(FACEAPI_DEFAULTS.withLandmarks); + expect(faceapi.config.withExpressions).toBe(FACEAPI_DEFAULTS.withExpressions); + expect(faceapi.config.withDescriptors).toBe(FACEAPI_DEFAULTS.withDescriptors); + }); + + describe('expressions', () => { + it('Should get expressions for Frida', async () => { + const img = await getImage(); + await faceapi.detectSingle(img) + .then(results => { + expect(results.expressions).toEqual(jasmine.any(Object)); + + }) + }); + }); + + describe('landmarks', () => { + it('Should get landmarks for Frida', async () => { + const img = await getImage(); + await faceapi.detectSingle(img) + .then(results => { + expect(results.landmarks).toEqual(jasmine.any(Object)); + + }) + }); + }); +}); \ No newline at end of file diff --git a/src/index.js b/src/index.js index e1c535829..3dd308e3b 100644 --- a/src/index.js +++ b/src/index.js @@ -24,6 +24,7 @@ import preloadRegister from './utils/p5PreloadHelper'; import { version } from '../package.json'; import sentiment from './Sentiment'; import bodyPix from './BodyPix'; +import faceApi from './FaceApi'; const withPreload = { charRNN, @@ -49,4 +50,5 @@ module.exports = Object.assign({}, preloadRegister(withPreload), { version, sentiment, bodyPix, + faceApi, }); From 01c39c1d8f2e2ff58b662c085c789249eb1528e3 Mon Sep 17 00:00:00 2001 From: "allcontributors[bot]" Date: Tue, 11 Jun 2019 13:57:25 -0400 Subject: [PATCH 004/108] docs: add jepster-dk as a contributor (#489) * docs: update README.md * docs: update .all-contributorsrc --- .all-contributorsrc | 10 ++++++++++ README.md | 4 ++-- 2 files changed, 12 insertions(+), 2 deletions(-) diff --git a/.all-contributorsrc b/.all-contributorsrc index a96940963..2000e5d92 100644 --- a/.all-contributorsrc +++ b/.all-contributorsrc @@ -548,6 +548,16 @@ "design", "userTesting" ] + }, + { + "login": "jepster-dk", + "name": "jepster-dk", + "avatar_url": "https://avatars3.githubusercontent.com/u/7010555?v=4", + "profile": "http://jepster.dk", + "contributions": [ + "code", + "ideas" + ] } ], "contributorsPerLine": 7, diff --git a/README.md b/README.md index f6339197d..5d5f62b4c 100644 --- a/README.md +++ b/README.md @@ -1,5 +1,5 @@ # ![ml5](https://user-images.githubusercontent.com/10605821/41332516-2ee26714-6eac-11e8-83e4-a40b8761e764.png) -[![All Contributors](https://img.shields.io/badge/all_contributors-50-orange.svg?style=flat-square)](#contributors) +[![All Contributors](https://img.shields.io/badge/all_contributors-51-orange.svg?style=flat-square)](#contributors) [![All Contributors](https://img.shields.io/badge/all_contributors-1-orange.svg?style=flat-square)](#contributors) [![BrowserStack Status](https://www.browserstack.com/automate/badge.svg?badge_key=QVNDdlkvMzNYSmhRRWlweXlIOTBENkd0MDBCOUJlbmFVZFRneFIzNlh4az0tLXA4S0loSGNlVUc2V2I3cVdLdXBKdGc9PQ==--8a5e5bfd3eafbba0702c02ec57ffec9d627a78ef)](https://www.browserstack.com/automate/public-build/QVNDdlkvMzNYSmhRRWlweXlIOTBENkd0MDBCOUJlbmFVZFRneFIzNlh4az0tLXA4S0loSGNlVUc2V2I3cVdLdXBKdGc9PQ==--8a5e5bfd3eafbba0702c02ec57ffec9d627a78ef)[![Version](https://img.shields.io/npm/v/ml5.svg?style=flat-square)](https://www.npmjs.com/package/ml5) @@ -92,7 +92,7 @@ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/d -
Daniel Shiffman
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From be5cc968707531b2f8eab9af558103759bf9ec6b Mon Sep 17 00:00:00 2001 From: "allcontributors[bot]" Date: Tue, 11 Jun 2019 14:28:05 -0400 Subject: [PATCH 005/108] docs: add xanderjakeq as a contributor (#490) * docs: update README.md * docs: update .all-contributorsrc --- .all-contributorsrc | 9 +++++++++ README.md | 4 ++-- 2 files changed, 11 insertions(+), 2 deletions(-) diff --git a/.all-contributorsrc b/.all-contributorsrc index 2000e5d92..14c7887eb 100644 --- a/.all-contributorsrc +++ b/.all-contributorsrc @@ -558,6 +558,15 @@ "code", "ideas" ] + }, + { + "login": "xanderjakeq", + "name": "Xander Jake de los Santos", + "avatar_url": "https://avatars1.githubusercontent.com/u/13279523?v=4", + "profile": "https://xanderjakeq.page/", + "contributions": [ + "ideas" + ] } ], "contributorsPerLine": 7, diff --git a/README.md b/README.md index 5d5f62b4c..ac92dea23 100644 --- a/README.md +++ b/README.md @@ -1,5 +1,5 @@ # ![ml5](https://user-images.githubusercontent.com/10605821/41332516-2ee26714-6eac-11e8-83e4-a40b8761e764.png) -[![All Contributors](https://img.shields.io/badge/all_contributors-51-orange.svg?style=flat-square)](#contributors) +[![All Contributors](https://img.shields.io/badge/all_contributors-52-orange.svg?style=flat-square)](#contributors) [![All Contributors](https://img.shields.io/badge/all_contributors-1-orange.svg?style=flat-square)](#contributors) [![BrowserStack Status](https://www.browserstack.com/automate/badge.svg?badge_key=QVNDdlkvMzNYSmhRRWlweXlIOTBENkd0MDBCOUJlbmFVZFRneFIzNlh4az0tLXA4S0loSGNlVUc2V2I3cVdLdXBKdGc9PQ==--8a5e5bfd3eafbba0702c02ec57ffec9d627a78ef)](https://www.browserstack.com/automate/public-build/QVNDdlkvMzNYSmhRRWlweXlIOTBENkd0MDBCOUJlbmFVZFRneFIzNlh4az0tLXA4S0loSGNlVUc2V2I3cVdLdXBKdGc9PQ==--8a5e5bfd3eafbba0702c02ec57ffec9d627a78ef)[![Version](https://img.shields.io/npm/v/ml5.svg?style=flat-square)](https://www.npmjs.com/package/ml5) @@ -92,7 +92,7 @@ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/d -
Daniel Shiffman
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From b9ea3b767c1bb4e7d4222137bd0289b8342b7354 Mon Sep 17 00:00:00 2001 From: "allcontributors[bot]" Date: Tue, 11 Jun 2019 15:57:45 -0400 Subject: [PATCH 006/108] docs: add catarak as a contributor (#491) * docs: update README.md * docs: update .all-contributorsrc --- .all-contributorsrc | 11 +++++++++++ README.md | 4 ++-- 2 files changed, 13 insertions(+), 2 deletions(-) diff --git a/.all-contributorsrc b/.all-contributorsrc index 14c7887eb..7db3762c3 100644 --- a/.all-contributorsrc +++ b/.all-contributorsrc @@ -567,6 +567,17 @@ "contributions": [ "ideas" ] + }, + { + "login": "catarak", + "name": "Cassie Tarakajian", + "avatar_url": "https://avatars1.githubusercontent.com/u/6063380?v=4", + "profile": "https://github.com/catarak", + "contributions": [ + "bug", + "infra", + "ideas" + ] } ], "contributorsPerLine": 7, diff --git a/README.md b/README.md index ac92dea23..87dfc8b44 100644 --- a/README.md +++ b/README.md @@ -1,5 +1,5 @@ # ![ml5](https://user-images.githubusercontent.com/10605821/41332516-2ee26714-6eac-11e8-83e4-a40b8761e764.png) -[![All Contributors](https://img.shields.io/badge/all_contributors-52-orange.svg?style=flat-square)](#contributors) +[![All Contributors](https://img.shields.io/badge/all_contributors-53-orange.svg?style=flat-square)](#contributors) [![All Contributors](https://img.shields.io/badge/all_contributors-1-orange.svg?style=flat-square)](#contributors) [![BrowserStack Status](https://www.browserstack.com/automate/badge.svg?badge_key=QVNDdlkvMzNYSmhRRWlweXlIOTBENkd0MDBCOUJlbmFVZFRneFIzNlh4az0tLXA4S0loSGNlVUc2V2I3cVdLdXBKdGc9PQ==--8a5e5bfd3eafbba0702c02ec57ffec9d627a78ef)](https://www.browserstack.com/automate/public-build/QVNDdlkvMzNYSmhRRWlweXlIOTBENkd0MDBCOUJlbmFVZFRneFIzNlh4az0tLXA4S0loSGNlVUc2V2I3cVdLdXBKdGc9PQ==--8a5e5bfd3eafbba0702c02ec57ffec9d627a78ef)[![Version](https://img.shields.io/npm/v/ml5.svg?style=flat-square)](https://www.npmjs.com/package/ml5) @@ -92,7 +92,7 @@ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/d -
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From 556a7c55aad9c8383582e282eeee4aec68be1ff4 Mon Sep 17 00:00:00 2001 From: WenheLi Date: Sun, 16 Jun 2019 23:15:17 +0800 Subject: [PATCH 007/108] [WIP]Change p5Utils into a class --- src/index.js | 3 +- src/utils/p5Utils.js | 126 ++++++++++++++++++++++++++----------------- 2 files changed, 80 insertions(+), 49 deletions(-) diff --git a/src/index.js b/src/index.js index 3dd308e3b..ae5470351 100644 --- a/src/index.js +++ b/src/index.js @@ -25,6 +25,7 @@ import { version } from '../package.json'; import sentiment from './Sentiment'; import bodyPix from './BodyPix'; import faceApi from './FaceApi'; +import p5Utils from './utils/p5Utils'; const withPreload = { charRNN, @@ -43,7 +44,7 @@ const withPreload = { uNet, }; -module.exports = Object.assign({}, preloadRegister(withPreload), { +module.exports = Object.assign({p5Utils}, preloadRegister(withPreload), { KNNClassifier, ...imageUtils, tf, diff --git a/src/utils/p5Utils.js b/src/utils/p5Utils.js index d14d21053..8e2f4a0dc 100644 --- a/src/utils/p5Utils.js +++ b/src/utils/p5Utils.js @@ -3,64 +3,94 @@ // This software is released under the MIT License. // https://opensource.org/licenses/MIT +class P5Util { + constructor() { + this.p5Instance = window; + } -// This function will check if the p5 is in the environment -const checkP5 = () => { - if (typeof window !== 'undefined' && window.p5 && window.p5.Image && typeof window.p5.Image === 'function') return true; - return false; -}; + /** + * Set p5 instance globally. + * @param {Object} p5Instance + */ + setP5Instance(p5Instance) { + this.p5Instance = p5Instance; + } -// Convert a canvas to Blob -const getBlob = (inputCanvas) => { - return new Promise((resolve) => { - inputCanvas.toBlob((blob) => { - resolve(blob); - }); - }); -}; + /** + * This function will check if the p5 is in the environment + * @returns {boolean} if it is in p5 + */ + checkP5() { + if (typeof this.p5Instance !== 'undefined' && this.p5Instance.p5 && this.p5Instance.p5.Image && typeof this.p5Instance.p5.Image === 'function') return true; + return false + } + /** + * Convert a canvas to Blob + * @param {HTMLCanvasElement} inputCanvas + * @returns {Blob} blob object + */ + /* eslint class-methods-use-this: ["error", { "exceptMethods": ["getBlob"] }] */ + getBlob(inputCanvas) { + return new Promise((resolve) => { + inputCanvas.toBlob((blob) => { + resolve(blob); + }); + }); + }; -// Load Image Async -const loadAsync = (url) => { - return new Promise((resolve) => { - /* global loadImage */ - loadImage(url, (img) => { - resolve(img); + /** + * Load image in async way. + * @param {String} url + */ + loadAsync(url) { + return new Promise((resolve) => { + this.p5Instance.loadImage(url, (img) => { + resolve(img); + }); }); - }); -}; + }; -// Convert a bytes-array to a Blob Object -const rawToBlob = async (raws, x, y) => { - // console.log(raws, x, y) - const arr = Array.from(raws) - const canvas = document.createElement('canvas'); // Consider using offScreenCanvas when it is ready? - const ctx = canvas.getContext('2d'); + /** + * convert raw bytes to blob object + * @param {Array} raws + * @param {number} x + * @param {number} y + * @returns {Blob} + */ + async rawToBlob(raws, x, y) { + const arr = Array.from(raws) + const canvas = document.createElement('canvas'); // Consider using offScreenCanvas when it is ready? + const ctx = canvas.getContext('2d'); - canvas.width = x; - canvas.height = y; + canvas.width = x; + canvas.height = y; - const imgData = ctx.createImageData(x, y); - const { data } = imgData; + const imgData = ctx.createImageData(x, y); + const { data } = imgData; - for (let i = 0; i < x * y * 4; i += 1 ) data[i] = arr[i]; - ctx.putImageData(imgData, 0, 0); + for (let i = 0; i < x * y * 4; i += 1 ) data[i] = arr[i]; + ctx.putImageData(imgData, 0, 0); - const blob = await getBlob(canvas); - return blob; -}; + const blob = await this.getBlob(canvas); + return blob; + }; -// Conver Blob to P5.Image -const blobToP5Image = async (blob) => { - if (checkP5()) { - const p5Img = await loadAsync(URL.createObjectURL(blob)); - return p5Img; - } - return null; -}; + /** + * Conver Blob to P5.Image + * @param {Blob} blob + * @param {Object} p5Img + */ + async blobToP5Image(blob) { + if (this.checkP5()) { + const p5Img = await this.loadAsync(URL.createObjectURL(blob)); + return p5Img; + } + return null; + }; -export { - checkP5, - rawToBlob, - blobToP5Image } + +const p5Util = new P5Util(); + +export default p5Util; From 7f4eafe7c7f6d5f2119300cd739f5ae32f4a68b6 Mon Sep 17 00:00:00 2001 From: micuat Date: Mon, 17 Jun 2019 14:53:08 +0200 Subject: [PATCH 008/108] dcgan: use random vector if no latent vector is given --- src/DCGAN/index.js | 29 ++++++++++++++++++----------- 1 file changed, 18 insertions(+), 11 deletions(-) diff --git a/src/DCGAN/index.js b/src/DCGAN/index.js index 5b248df2c..a6b16a2a6 100644 --- a/src/DCGAN/index.js +++ b/src/DCGAN/index.js @@ -57,27 +57,33 @@ class DCGANBase { /** * Generates a new image * @param {function} callback - a callback function handle the results of generate + * @param {object} latentVector - an array containing the latent vector; otherwise use random vector * @return {object} a promise or the result of the callback function. */ - async generate(callback, val) { + async generate(callback, latentVector) { await this.ready; - return callCallback(this.generateInternal(val), callback); + return callCallback(this.generateInternal(latentVector), callback); } /** * Computes what will become the image tensor * @param {number} latentDim - the number of latent dimensions to pass through + * @param {object} latentVector - an array containing the latent vector; otherwise use random vector * @return {object} a tensor */ - async compute(latentDim,val) { + async compute(latentDim, latentVector) { const y = tf.tidy(() => { - const buffer = tf.buffer([1, latentDim]); - for(let count = 0; count < latentDim; count+=1) { - buffer.set(val[count], 0, count); + let z; + if(latentVector == undefined) { + z = tf.randomNormal([1, latentDim]); + } + else { + const buffer = tf.buffer([1, latentDim]); + for(let count = 0; count < latentDim; count+=1) { + buffer.set(latentVector[count], 0, count); + } + z = buffer.toTensor(); } - const z = buffer.toTensor(); - z.print(); - console.log(latentDim) // TBD: should model be a parameter to compute or is it ok to reference this.model here? const yDim = this.model.predict(z).squeeze().transpose([1, 2, 0]).div(tf.scalar(2)).add(tf.scalar(0.5)); return yDim; @@ -88,13 +94,14 @@ class DCGANBase { /** * Takes the tensor from compute() and returns an object of the generate image data + * @param {object} latentVector - an array containing the latent vector; otherwise use random vector * @return {object} includes blob, raw, and tensor. if P5 exists, then a p5Image */ - async generateInternal(val) { + async generateInternal(latentVector) { const { modelLatentDim } = this.modelInfo; - const imageTensor = await this.compute(modelLatentDim, val); + const imageTensor = await this.compute(modelLatentDim, latentVector); // get the raw data from tensor const raw = await tf.browser.toPixels(imageTensor); From 640f1eaec59d969d0a695b3da3ebda061b591ebc Mon Sep 17 00:00:00 2001 From: micuat Date: Tue, 18 Jun 2019 09:04:02 +0200 Subject: [PATCH 009/108] dcgan check if arg is array --- src/DCGAN/index.js | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/DCGAN/index.js b/src/DCGAN/index.js index a6b16a2a6..4a579cc7e 100644 --- a/src/DCGAN/index.js +++ b/src/DCGAN/index.js @@ -74,7 +74,7 @@ class DCGANBase { async compute(latentDim, latentVector) { const y = tf.tidy(() => { let z; - if(latentVector == undefined) { + if(Array.isArray(latentVector) === false) { z = tf.randomNormal([1, latentDim]); } else { From cd1199d18d8ef9786e5828a9d6672b3480a9f406 Mon Sep 17 00:00:00 2001 From: Joey Lee Date: Tue, 18 Jun 2019 09:57:09 -0400 Subject: [PATCH 010/108] updated code of conduct with adapted p5 community statement (#492) * updated code of conduct with adapted p5 community statement * Update CODE_OF_CONDUCT.md rm coding train from donation // todo - add other relevant orgs next Co-Authored-By: Daniel Shiffman * updated enforcement with ashley and dan --- CODE_OF_CONDUCT.md | 72 ++++++++++++++++++++++++++++++++++++++++------ 1 file changed, 64 insertions(+), 8 deletions(-) diff --git a/CODE_OF_CONDUCT.md b/CODE_OF_CONDUCT.md index f286305e7..24cbf27d2 100644 --- a/CODE_OF_CONDUCT.md +++ b/CODE_OF_CONDUCT.md @@ -1,10 +1,60 @@ -# Contributor Covenant Code of Conduct +# ml5.js Community Statement and Code of Conduct -## Our Pledge +## ml5.js Community Statement + +Adapted from the [p5.js community statement](http://p5js.org/community/). + +ml5.js is a community interested in exploring the creation of art and design with technology. + +We are a community of, and in solidarity with, people from every gender identity and expression, sexual orientation, race, ethnicity, language, neuro-type, size, ability, class, religion, culture, subculture, political opinion, age, skill level, occupation, and background. We acknowledge that not everyone has the time, financial means, or capacity to actively participate, but we recognize and encourage involvement of all kinds. We facilitate and foster access and empowerment. We are all learners. + +We like these hashtags: #noCodeSnobs (because we value community over efficiency), #newKidLove (because we all started somewhere), #unassumeCore (because we don't assume knowledge), and #BlackLivesMatter (because of course). + + +**In practice:** + + +- We are not code snobs. We do not assume knowledge or imply there are things that somebody should know. +- We insist on actively engaging with requests for feedback regardless of their complexity. +- We welcome newcomers and prioritize the education of others. We strive to approach all tasks with the enthusiasm of a newcomer. Because we believe that newcomers are just as valuable in this effort as experts. +- We consistently make the effort to actively recognize and validate multiple types of contributions. +- We are always willing to offer help or guidance. + + +**In times of conflict:** + +- We listen. +- We clearly communicate while acknowledging other's feelings. +- We admit when we're wrong, apologize, and accept responsibility for our actions. +- We are continuously seeking to improve ourselves and our community. +- We keep our community respectful and open. +- We make everyone feel heard. +- We are mindful and kind in our interactions. + + +**In the future:** + +- The future is now. + + +### Contribute + +Our community is always looking for enthusiasts to help in all different ways. + +- **Develop**. [GitHub](https://github.com/ml5js/ml5-library) is the main place where code is collected, issues are documented, and discussions about code are had. Check out the [contributing documentation to get started](https://github.com/ml5js/ml5-library/blob/development/CONTRIBUTING.md) with developing the library. +- **Document**. Everyone loves documentation. Help is needed porting examples, and adding documentation, and creating tutorials. +- **Teach**. Teach a workshop, a class, a friend, a collaborator! Tag [@ml5js on Twitter](https://twitter.com/ml5js?lang=en) and we will do our best to share what you're doing. +- **Create**. ml5.js is looking for designers, artists, coders, programmers to bring your creative and amazing work to show and inspire other people. Submit your work to info@ml5js.org. +- **Donate**. ml5.js is a free and open source and made by artists. While ml5.js is not currently accepting donations, you can help support the development of ml5.js through a donation to other adjacent open source projects and endeavors such as the [Processing Foundation](https://processingfoundation.org/support). + + +## Contributor Covenant Code of Conduct + +### Our Pledge In the interest of fostering an open and welcoming environment, we as contributors and maintainers pledge to making participation in our project and our community a harassment-free experience for everyone, regardless of age, body size, disability, ethnicity, gender identity and expression, level of experience, nationality, personal appearance, race, religion, or sexual identity and orientation. -## Our Standards +### Our Standards Examples of behavior that contributes to creating a positive environment include: @@ -22,23 +72,29 @@ Examples of unacceptable behavior by participants include: * Publishing others' private information, such as a physical or electronic address, without explicit permission * Other conduct which could reasonably be considered inappropriate in a professional setting -## Our Responsibilities +### Our Responsibilities Project maintainers are responsible for clarifying the standards of acceptable behavior and are expected to take appropriate and fair corrective action in response to any instances of unacceptable behavior. Project maintainers have the right and responsibility to remove, edit, or reject comments, commits, code, wiki edits, issues, and other contributions that are not aligned to this Code of Conduct, or to ban temporarily or permanently any contributor for other behaviors that they deem inappropriate, threatening, offensive, or harmful. -## Scope +### Scope This Code of Conduct applies both within project spaces and in public spaces when an individual is representing the project or its community. Examples of representing a project or community include using an official project e-mail address, posting via an official social media account, or acting as an appointed representative at an online or offline event. Representation of a project may be further defined and clarified by project maintainers. -## Enforcement +### Enforcement + +Instances of abusive, harassing, or otherwise unacceptable behavior may be reported by contacting the project team: + +* @shiffman, Dan Shiffman - info@ml5js.org. +* @AshleyJaneLewis, AshleyJaneLewis - hello@ml5js.org + -Instances of abusive, harassing, or otherwise unacceptable behavior may be reported by contacting the project team at info@ml5js.org. The project team will review and investigate all complaints, and will respond in a way that it deems appropriate to the circumstances. The project team is obligated to maintain confidentiality with regard to the reporter of an incident. Further details of specific enforcement policies may be posted separately. +The project team will review and investigate all complaints and will respond in a way that it deems appropriate to the circumstances. The project team is obligated to maintain confidentiality with regard to the reporter of an incident. Further details of specific enforcement policies may be posted separately. Project maintainers who do not follow or enforce the Code of Conduct in good faith may face temporary or permanent repercussions as determined by other members of the project's leadership. -## Attribution +### Attribution This Code of Conduct is adapted from the [Contributor Covenant][homepage], version 1.4, available at [http://contributor-covenant.org/version/1/4][version] From 833583a818e0b75bdcce92ff9c62a6d55a5733b6 Mon Sep 17 00:00:00 2001 From: Joey Lee Date: Tue, 18 Jun 2019 10:27:32 -0400 Subject: [PATCH 011/108] rm redundant all contributors badge (#497) --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 87dfc8b44..95600bb62 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,6 @@ # ![ml5](https://user-images.githubusercontent.com/10605821/41332516-2ee26714-6eac-11e8-83e4-a40b8761e764.png) [![All Contributors](https://img.shields.io/badge/all_contributors-53-orange.svg?style=flat-square)](#contributors) -[![All Contributors](https://img.shields.io/badge/all_contributors-1-orange.svg?style=flat-square)](#contributors) + [![BrowserStack Status](https://www.browserstack.com/automate/badge.svg?badge_key=QVNDdlkvMzNYSmhRRWlweXlIOTBENkd0MDBCOUJlbmFVZFRneFIzNlh4az0tLXA4S0loSGNlVUc2V2I3cVdLdXBKdGc9PQ==--8a5e5bfd3eafbba0702c02ec57ffec9d627a78ef)](https://www.browserstack.com/automate/public-build/QVNDdlkvMzNYSmhRRWlweXlIOTBENkd0MDBCOUJlbmFVZFRneFIzNlh4az0tLXA4S0loSGNlVUc2V2I3cVdLdXBKdGc9PQ==--8a5e5bfd3eafbba0702c02ec57ffec9d627a78ef)[![Version](https://img.shields.io/npm/v/ml5.svg?style=flat-square)](https://www.npmjs.com/package/ml5) [![Twitter Follow](https://img.shields.io/twitter/follow/espadrine.svg?style=social&label=Follow)](https://twitter.com/ml5js) From 14d7971f1a980f2a702993df54962a9af64ad529 Mon Sep 17 00:00:00 2001 From: Joey Lee Date: Thu, 27 Jun 2019 09:58:09 -0400 Subject: [PATCH 012/108] Readme updates (#505) * added package.lock * updates links to latest website * rm 'with no external deps' --- README.md | 18 ++++------ package-lock.json | 83 ++++++++++++++++++++++++++++++++++------------- 2 files changed, 66 insertions(+), 35 deletions(-) diff --git a/README.md b/README.md index 95600bb62..264f84bf9 100644 --- a/README.md +++ b/README.md @@ -11,7 +11,7 @@ ## Friendly machine learning for the web! -ml5.js aims to make machine learning approachable for a broad audience of artists, creative coders, and students. The library provides access to machine learning algorithms and models in the browser, building on top of [TensorFlow.js](https://js.tensorflow.org/) with no other external dependencies. +ml5.js aims to make machine learning approachable for a broad audience of artists, creative coders, and students. The library provides access to machine learning algorithms and models in the browser, building on top of [TensorFlow.js](https://js.tensorflow.org/). The library is supported by code examples, tutorials, and sample data sets with an emphasis on ethical computing. Bias in data, stereotypical harms, and responsible crowdsourcing are part of the documentation around data collection and usage. @@ -52,19 +52,13 @@ There are several ways you can use the ml5.js library: ``` -* Finally, you can download the [minified](https://raw.githubusercontent.com/ml5js/ml5-library/master/dist/ml5.min.js) and include the file: - -```javascript - -``` - ## Resources -- [Getting Started](https://ml5js.org/docs/getting-started) -- [API Reference](https://ml5js.org/docs/ImageClassifier) -- [Examples](https://ml5js.org/docs/quick-start) -- [Learn](https://ml5js.org/docs/glossary-machine-learning) -- [Experiments](https://ml5js.org/en/experiments) +- [Getting Started](https://ml5js.org/getting-started/) +- [API Reference](https://ml5js.org/reference/) +- [Examples](https://github.com/ml5js/ml5-examples) +- [Community](https://ml5js.org/community) +- [FAQ](https://ml5js.org/getting-started/faq/) ## Standalone Examples diff --git a/package-lock.json b/package-lock.json index 63f3d7b61..00720002c 100644 --- a/package-lock.json +++ b/package-lock.json @@ -2098,6 +2098,7 @@ "resolved": "https://registry.npmjs.org/boom/-/boom-2.10.1.tgz", "integrity": "sha1-OciRjO/1eZ+D+UkqhI9iWt0Mdm8=", "dev": true, + "optional": true, "requires": { "hoek": "2.x.x" } @@ -2478,7 +2479,8 @@ "version": "1.0.0", "resolved": "https://registry.npmjs.org/buffer-more-ints/-/buffer-more-ints-1.0.0.tgz", "integrity": "sha512-EMetuGFz5SLsT0QTnXzINh4Ksr+oo4i+UGTXEshiGCQWnsgSs7ZhJ8fzlwQ+OzEMs0MpDAMr1hxnblp5a4vcHg==", - "dev": true + "dev": true, + "optional": true }, "buffer-xor": { "version": "1.0.3", @@ -5902,7 +5904,8 @@ "ansi-regex": { "version": "2.1.1", "bundled": true, - "dev": true + "dev": true, + "optional": true }, "aproba": { "version": "1.2.0", @@ -5923,12 +5926,14 @@ "balanced-match": { "version": "1.0.0", "bundled": true, - "dev": true + "dev": true, + "optional": true }, "brace-expansion": { "version": "1.1.11", "bundled": true, "dev": true, + "optional": true, "requires": { "balanced-match": "^1.0.0", "concat-map": "0.0.1" @@ -5943,17 +5948,20 @@ "code-point-at": { "version": "1.1.0", "bundled": true, - "dev": true + "dev": true, + "optional": true }, "concat-map": { "version": "0.0.1", "bundled": true, - "dev": true + "dev": true, + "optional": true }, "console-control-strings": { "version": "1.1.0", "bundled": true, - "dev": true + "dev": true, + "optional": true }, "core-util-is": { "version": "1.0.2", @@ -6070,7 +6078,8 @@ "inherits": { "version": "2.0.3", "bundled": true, - "dev": true + "dev": true, + "optional": true }, "ini": { "version": "1.3.5", @@ -6082,6 +6091,7 @@ "version": "1.0.0", "bundled": true, "dev": true, + "optional": true, "requires": { "number-is-nan": "^1.0.0" } @@ -6096,6 +6106,7 @@ "version": "3.0.4", "bundled": true, "dev": true, + "optional": true, "requires": { "brace-expansion": "^1.1.7" } @@ -6103,12 +6114,14 @@ "minimist": { "version": "0.0.8", "bundled": true, - "dev": true + "dev": true, + "optional": true }, "minipass": { "version": "2.2.4", "bundled": true, "dev": true, + "optional": true, "requires": { "safe-buffer": "^5.1.1", "yallist": "^3.0.0" @@ -6127,6 +6140,7 @@ "version": "0.5.1", "bundled": true, "dev": true, + "optional": true, "requires": { "minimist": "0.0.8" } @@ -6207,7 +6221,8 @@ "number-is-nan": { "version": "1.0.1", "bundled": true, - "dev": true + "dev": true, + "optional": true }, "object-assign": { "version": "4.1.1", @@ -6219,6 +6234,7 @@ "version": "1.4.0", "bundled": true, "dev": true, + "optional": true, "requires": { "wrappy": "1" } @@ -6304,7 +6320,8 @@ "safe-buffer": { "version": "5.1.1", "bundled": true, - "dev": true + "dev": true, + "optional": true }, "safer-buffer": { "version": "2.1.2", @@ -6340,6 +6357,7 @@ "version": "1.0.2", "bundled": true, "dev": true, + "optional": true, "requires": { "code-point-at": "^1.0.0", "is-fullwidth-code-point": "^1.0.0", @@ -6359,6 +6377,7 @@ "version": "3.0.1", "bundled": true, "dev": true, + "optional": true, "requires": { "ansi-regex": "^2.0.0" } @@ -6402,12 +6421,14 @@ "wrappy": { "version": "1.0.2", "bundled": true, - "dev": true + "dev": true, + "optional": true }, "yallist": { "version": "3.0.2", "bundled": true, - "dev": true + "dev": true, + "optional": true } } }, @@ -7149,7 +7170,8 @@ "version": "2.16.3", "resolved": "https://registry.npmjs.org/hoek/-/hoek-2.16.3.tgz", "integrity": "sha1-ILt0A9POo5jpHcRxCo/xuCdKJe0=", - "dev": true + "dev": true, + "optional": true }, "home-or-tmp": { "version": "2.0.0", @@ -7418,6 +7440,7 @@ "resolved": "https://registry.npmjs.org/httpntlm/-/httpntlm-1.6.1.tgz", "integrity": "sha1-rQFScUOi6Hc8+uapb1hla7UqNLI=", "dev": true, + "optional": true, "requires": { "httpreq": ">=0.4.22", "underscore": "~1.7.0" @@ -7427,7 +7450,8 @@ "version": "0.4.24", "resolved": "https://registry.npmjs.org/httpreq/-/httpreq-0.4.24.tgz", "integrity": "sha1-QzX/2CzZaWaKOUZckprGHWOTYn8=", - "dev": true + "dev": true, + "optional": true }, "https-browserify": { "version": "1.0.0", @@ -8101,7 +8125,8 @@ "version": "1.0.2", "resolved": "https://registry.npmjs.org/is-property/-/is-property-1.0.2.tgz", "integrity": "sha1-V/4cTkhHTt1lsJkR8msc1Ald2oQ=", - "dev": true + "dev": true, + "optional": true }, "is-regex": { "version": "1.0.4", @@ -8701,13 +8726,15 @@ "version": "0.1.0", "resolved": "https://registry.npmjs.org/libbase64/-/libbase64-0.1.0.tgz", "integrity": "sha1-YjUag5VjrF/1vSbxL2Dpgwu3UeY=", - "dev": true + "dev": true, + "optional": true }, "libmime": { "version": "3.0.0", "resolved": "https://registry.npmjs.org/libmime/-/libmime-3.0.0.tgz", "integrity": "sha1-UaGp50SOy9Ms2lRCFnW7IbwJPaY=", "dev": true, + "optional": true, "requires": { "iconv-lite": "0.4.15", "libbase64": "0.1.0", @@ -8718,7 +8745,8 @@ "version": "0.4.15", "resolved": "https://registry.npmjs.org/iconv-lite/-/iconv-lite-0.4.15.tgz", "integrity": "sha1-/iZaIYrGpXz+hUkn6dBMGYJe3es=", - "dev": true + "dev": true, + "optional": true } } }, @@ -8726,7 +8754,8 @@ "version": "1.1.0", "resolved": "https://registry.npmjs.org/libqp/-/libqp-1.1.0.tgz", "integrity": "sha1-9ebgatdLeU+1tbZpiL9yjvHe2+g=", - "dev": true + "dev": true, + "optional": true }, "listenercount": { "version": "1.0.1", @@ -10258,13 +10287,15 @@ "version": "1.6.0", "resolved": "https://registry.npmjs.org/nodemailer-fetch/-/nodemailer-fetch-1.6.0.tgz", "integrity": "sha1-ecSQihwPXzdbc/6IjamCj23JY6Q=", - "dev": true + "dev": true, + "optional": true }, "nodemailer-shared": { "version": "1.1.0", "resolved": "https://registry.npmjs.org/nodemailer-shared/-/nodemailer-shared-1.1.0.tgz", "integrity": "sha1-z1mU4v0mjQD1zw+nZ6CBae2wfsA=", "dev": true, + "optional": true, "requires": { "nodemailer-fetch": "1.6.0" } @@ -10297,7 +10328,8 @@ "version": "0.1.10", "resolved": "https://registry.npmjs.org/nodemailer-wellknown/-/nodemailer-wellknown-0.1.10.tgz", "integrity": "sha1-WG24EB2zDLRDjrVGc3pBqtDPE9U=", - "dev": true + "dev": true, + "optional": true }, "nomnom": { "version": "1.8.1", @@ -12933,13 +12965,15 @@ "version": "4.0.1", "resolved": "https://registry.npmjs.org/smart-buffer/-/smart-buffer-4.0.1.tgz", "integrity": "sha512-RFqinRVJVcCAL9Uh1oVqE6FZkqsyLiVOYEZ20TqIOjuX7iFVJ+zsbs4RIghnw/pTs7mZvt8ZHhvm1ZUrR4fykg==", - "dev": true + "dev": true, + "optional": true }, "smtp-connection": { "version": "2.12.0", "resolved": "https://registry.npmjs.org/smtp-connection/-/smtp-connection-2.12.0.tgz", "integrity": "sha1-1275EnyyPCJZ7bHoNJwujV4tdME=", "dev": true, + "optional": true, "requires": { "httpntlm": "1.6.1", "nodemailer-shared": "1.1.0" @@ -13172,6 +13206,7 @@ "resolved": "https://registry.npmjs.org/socks/-/socks-2.2.2.tgz", "integrity": "sha512-g6wjBnnMOZpE0ym6e0uHSddz9p3a+WsBaaYQaBaSCJYvrC4IXykQR9MNGjLQf38e9iIIhp3b1/Zk8YZI3KGJ0Q==", "dev": true, + "optional": true, "requires": { "ip": "^1.1.5", "smart-buffer": "^4.0.1" @@ -13182,6 +13217,7 @@ "resolved": "https://registry.npmjs.org/socks-proxy-agent/-/socks-proxy-agent-4.0.1.tgz", "integrity": "sha512-Kezx6/VBguXOsEe5oU3lXYyKMi4+gva72TwJ7pQY5JfqUx2nMk7NXA6z/mpNqIlfQjWYVfeuNvQjexiTaTn6Nw==", "dev": true, + "optional": true, "requires": { "agent-base": "~4.2.0", "socks": "~2.2.0" @@ -14123,7 +14159,8 @@ "version": "1.7.0", "resolved": "https://registry.npmjs.org/underscore/-/underscore-1.7.0.tgz", "integrity": "sha1-a7rwh3UA02vjTsqlhODbn+8DUgk=", - "dev": true + "dev": true, + "optional": true }, "union-value": { "version": "1.0.0", @@ -15291,7 +15328,7 @@ "webpack-addons": "^1.1.5", "yargs": "9.0.1", "yeoman-environment": "^2.0.0", - "yeoman-generator": "github:ev1stensberg/generator#9e24fa31c85302ca1145ae34fc68b4f133251ca0" + "yeoman-generator": "github:ev1stensberg/generator#Feature-getArgument" }, "dependencies": { "ansi-escapes": { From ec8f377b82cc1319b71c786d1117afab5e112d7d Mon Sep 17 00:00:00 2001 From: Joey Lee Date: Thu, 27 Jun 2019 10:48:54 -0400 Subject: [PATCH 013/108] set correct url to image (#507) --- src/FaceApi/index_test.js | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/FaceApi/index_test.js b/src/FaceApi/index_test.js index 5c4da7e7e..e35c20971 100644 --- a/src/FaceApi/index_test.js +++ b/src/FaceApi/index_test.js @@ -27,7 +27,7 @@ describe('faceApi', () => { async function getImage() { const img = new Image(); img.crossOrigin = true; - img.src = 'https://raw.githubusercontent.com/ml5js/ml5-examples/face-api/p5js/FaceApi/FaceApi_Image_Landmarks/assets/frida.jpg'; + img.src = 'https://raw.githubusercontent.com/ml5js/ml5-examples/development/p5js/FaceApi/FaceApi_Image_Landmarks/assets/frida.jpg'; await new Promise((resolve) => { img.onload = resolve; }); From 81d54dbe54b4f35659dff04c9c591fdf3a529109 Mon Sep 17 00:00:00 2001 From: "allcontributors[bot]" <46447321+allcontributors[bot]@users.noreply.github.com> Date: Thu, 27 Jun 2019 11:06:45 -0400 Subject: [PATCH 014/108] docs: add dcbriccetti as a contributor (#506) * docs: update README.md * docs: update .all-contributorsrc --- .all-contributorsrc | 9 +++++++++ README.md | 4 ++-- 2 files changed, 11 insertions(+), 2 deletions(-) diff --git a/.all-contributorsrc b/.all-contributorsrc index 7db3762c3..8ae208b85 100644 --- a/.all-contributorsrc +++ b/.all-contributorsrc @@ -578,6 +578,15 @@ "infra", "ideas" ] + }, + { + "login": "dcbriccetti", + "name": "Dave Briccetti", + "avatar_url": "https://avatars0.githubusercontent.com/u/55099?v=4", + "profile": "http://davebsoft.com", + "contributions": [ + "bug" + ] } ], "contributorsPerLine": 7, diff --git a/README.md b/README.md index 264f84bf9..56d6e48db 100644 --- a/README.md +++ b/README.md @@ -1,5 +1,5 @@ # ![ml5](https://user-images.githubusercontent.com/10605821/41332516-2ee26714-6eac-11e8-83e4-a40b8761e764.png) -[![All Contributors](https://img.shields.io/badge/all_contributors-53-orange.svg?style=flat-square)](#contributors) +[![All Contributors](https://img.shields.io/badge/all_contributors-54-orange.svg?style=flat-square)](#contributors) [![BrowserStack Status](https://www.browserstack.com/automate/badge.svg?badge_key=QVNDdlkvMzNYSmhRRWlweXlIOTBENkd0MDBCOUJlbmFVZFRneFIzNlh4az0tLXA4S0loSGNlVUc2V2I3cVdLdXBKdGc9PQ==--8a5e5bfd3eafbba0702c02ec57ffec9d627a78ef)](https://www.browserstack.com/automate/public-build/QVNDdlkvMzNYSmhRRWlweXlIOTBENkd0MDBCOUJlbmFVZFRneFIzNlh4az0tLXA4S0loSGNlVUc2V2I3cVdLdXBKdGc9PQ==--8a5e5bfd3eafbba0702c02ec57ffec9d627a78ef)[![Version](https://img.shields.io/npm/v/ml5.svg?style=flat-square)](https://www.npmjs.com/package/ml5) @@ -86,7 +86,7 @@ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/d -
Daniel Shiffman
Daniel Shiffman

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CristΓ³bal Valenzuela
CristΓ³bal Valenzuela

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Yining Shi
Yining Shi

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Hannah Davis
Hannah Davis

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Joey Lee
Joey Lee

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AshleyJaneLewis
AshleyJaneLewis

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Ellen Nickles
Ellen Nickles

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Itay Niv
Itay Niv

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Nikita Huggins
Nikita Huggins

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Arnab Chakravarty
Arnab Chakravarty

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Aidan Nelson
Aidan Nelson

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WenheLI
WenheLI

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garym140
garym140

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Gene Kogan
Gene Kogan

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Hayley Hwang
Hayley Hwang

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Lisa Jamhoury

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Alejandro Matamala Ortiz

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Maya Man
Maya Man

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Mimi Onuoha
Mimi Onuoha

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Yuuno, Hibiki
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Dan Oved
Dan Oved

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Stephanie Koltun

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YG Zhang

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Wenqi Li

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Brent Bailey

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Jonarod
Jonarod

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Jasmine Otto
Jasmine Otto

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Zaid Alyafeai

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Jacob Foster

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Memo Akten

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Mohamed Amine

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Oliver Wright
Oliver Wright

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Marshal Hayes
Marshal Hayes

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Reiichiro Nakano
Reiichiro Nakano

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Nikhil Thorat

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Irene Alvarado
Irene Alvarado

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Andrew Lee
Andrew Lee

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achimkoh
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Naoto HIÉDA

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b2renger

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Aditya Sharma
Aditya Sharma

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okuna291
okuna291

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Jenna
Jenna

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nicoleflloyd

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jepster-dk
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Xander Jake de los Santos

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Cassie Tarakajian

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+
Daniel Shiffman
Daniel Shiffman

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CristΓ³bal Valenzuela

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Yining Shi
Yining Shi

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Hannah Davis
Hannah Davis

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Joey Lee
Joey Lee

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AshleyJaneLewis
AshleyJaneLewis

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Ellen Nickles
Ellen Nickles

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Itay Niv
Itay Niv

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Nikita Huggins
Nikita Huggins

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Arnab Chakravarty
Arnab Chakravarty

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Aidan Nelson
Aidan Nelson

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WenheLI
WenheLI

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Darius Kazemi
Darius Kazemi

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Dingsu Wang

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garym140

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Gene Kogan
Gene Kogan

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Hayley Hwang
Hayley Hwang

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Lisa Jamhoury

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Maya Man
Maya Man

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Jonarod

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Jasmine Otto

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Zaid Alyafeai

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Jacob Foster

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Memo Akten
Memo Akten

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Mohamed Amine

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Oliver Wright

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Marshal Hayes
Marshal Hayes

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Andrew Lee

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Cassie Tarakajian

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Dave Briccetti
Dave Briccetti

πŸ›
From 4cd385988747c1e602dbdcb4fd94442e36a8e0a3 Mon Sep 17 00:00:00 2001 From: "allcontributors[bot]" <46447321+allcontributors[bot]@users.noreply.github.com> Date: Tue, 2 Jul 2019 14:17:22 -0400 Subject: [PATCH 015/108] docs: add Sblob1 as a contributor (#513) * docs: update README.md * docs: update .all-contributorsrc * docs: update README.md * docs: update .all-contributorsrc --- .all-contributorsrc | 9 +++++++++ README.md | 4 ++-- 2 files changed, 11 insertions(+), 2 deletions(-) diff --git a/.all-contributorsrc b/.all-contributorsrc index 8ae208b85..512e8e090 100644 --- a/.all-contributorsrc +++ b/.all-contributorsrc @@ -587,6 +587,15 @@ "contributions": [ "bug" ] + }, + { + "login": "Sblob1", + "name": "Sblob1", + "avatar_url": "https://avatars0.githubusercontent.com/u/38335473?v=4", + "profile": "https://github.com/Sblob1", + "contributions": [ + "bug" + ] } ], "contributorsPerLine": 7, diff --git a/README.md b/README.md index 56d6e48db..768a9c896 100644 --- a/README.md +++ b/README.md @@ -1,5 +1,5 @@ # ![ml5](https://user-images.githubusercontent.com/10605821/41332516-2ee26714-6eac-11e8-83e4-a40b8761e764.png) -[![All Contributors](https://img.shields.io/badge/all_contributors-54-orange.svg?style=flat-square)](#contributors) +[![All Contributors](https://img.shields.io/badge/all_contributors-55-orange.svg?style=flat-square)](#contributors) [![BrowserStack Status](https://www.browserstack.com/automate/badge.svg?badge_key=QVNDdlkvMzNYSmhRRWlweXlIOTBENkd0MDBCOUJlbmFVZFRneFIzNlh4az0tLXA4S0loSGNlVUc2V2I3cVdLdXBKdGc9PQ==--8a5e5bfd3eafbba0702c02ec57ffec9d627a78ef)](https://www.browserstack.com/automate/public-build/QVNDdlkvMzNYSmhRRWlweXlIOTBENkd0MDBCOUJlbmFVZFRneFIzNlh4az0tLXA4S0loSGNlVUc2V2I3cVdLdXBKdGc9PQ==--8a5e5bfd3eafbba0702c02ec57ffec9d627a78ef)[![Version](https://img.shields.io/npm/v/ml5.svg?style=flat-square)](https://www.npmjs.com/package/ml5) @@ -86,7 +86,7 @@ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/d -
Daniel Shiffman
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From b8ab14edbde38face429e894c9f747c58096f0a0 Mon Sep 17 00:00:00 2001 From: WenheLi Date: Sat, 6 Jul 2019 12:01:24 +0800 Subject: [PATCH 016/108] Fu --- src/BodyPix/index.js | 2 +- src/DCGAN/index.js | 3 +-- src/index.js | 8 ++++---- src/utils/p5Utils.js | 4 ++-- 4 files changed, 8 insertions(+), 9 deletions(-) diff --git a/src/BodyPix/index.js b/src/BodyPix/index.js index 62dd1665f..1c2943052 100644 --- a/src/BodyPix/index.js +++ b/src/BodyPix/index.js @@ -14,7 +14,7 @@ import * as tf from '@tensorflow/tfjs'; import * as bp from '@tensorflow-models/body-pix'; import callCallback from '../utils/callcallback'; -import * as p5Utils from '../utils/p5Utils'; +import p5Utils from '../utils/p5Utils'; const DEFAULTS = { "multiplier": 0.75, diff --git a/src/DCGAN/index.js b/src/DCGAN/index.js index a706523bc..a3d40fec1 100644 --- a/src/DCGAN/index.js +++ b/src/DCGAN/index.js @@ -10,7 +10,7 @@ This version is based on alantian's TensorFlow.js implementation: https://github import * as tf from '@tensorflow/tfjs'; import callCallback from '../utils/callcallback'; -import * as p5Utils from '../utils/p5Utils'; +import p5Utils from '../utils/p5Utils'; // Default pre-trained face model @@ -126,7 +126,6 @@ class DCGANBase { } const DCGAN = (modelPath, cb) => { - if (typeof modelPath !== 'string') { throw new Error(`Please specify a path to a "manifest.json" file: \n "models/face/manifest.json" \n\n diff --git a/src/index.js b/src/index.js index ae5470351..3efa5b645 100644 --- a/src/index.js +++ b/src/index.js @@ -16,7 +16,7 @@ import * as imageUtils from './utils/imageUtilities'; import styleTransfer from './StyleTransfer/'; import charRNN from './CharRNN/'; import pix2pix from './Pix2pix/'; -import sketchRNN from './SketchRNN'; +// import sketchRNN from './SketchRNN'; import uNet from './UNET'; import CVAE from './CVAE'; import DCGAN from './DCGAN'; @@ -24,7 +24,7 @@ import preloadRegister from './utils/p5PreloadHelper'; import { version } from '../package.json'; import sentiment from './Sentiment'; import bodyPix from './BodyPix'; -import faceApi from './FaceApi'; +// import faceApi from './FaceApi'; import p5Utils from './utils/p5Utils'; const withPreload = { @@ -37,7 +37,7 @@ const withPreload = { pitchDetection, pix2pix, poseNet, - sketchRNN, + // sketchRNN, styleTransfer, word2vec, YOLO, @@ -51,5 +51,5 @@ module.exports = Object.assign({p5Utils}, preloadRegister(withPreload), { version, sentiment, bodyPix, - faceApi, + // faceApi, }); diff --git a/src/utils/p5Utils.js b/src/utils/p5Utils.js index 8e2f4a0dc..85be8efaf 100644 --- a/src/utils/p5Utils.js +++ b/src/utils/p5Utils.js @@ -91,6 +91,6 @@ class P5Util { } -const p5Util = new P5Util(); +const p5Utils = new P5Util(); -export default p5Util; +export default p5Utils; From 906ff45102d5410e8f13fec64d3f3597beb603ac Mon Sep 17 00:00:00 2001 From: Brent Bailey Date: Wed, 17 Jul 2019 17:58:11 -0400 Subject: [PATCH 017/108] add command line arguments for testing single model --- CONTRIBUTING.md | 30 +++++++++++++++++++++--------- karma.conf.js | 6 +++++- package.json | 2 +- 3 files changed, 27 insertions(+), 11 deletions(-) diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index f3cd7abfd..eaa224630 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -13,17 +13,17 @@ ml5.js is comprised a number of sister repositories which you can find at the [m + [ml5-examples](https://github.com/ml5js/ml5-examples) * the ml5-examples repo showcases the functionality of the ml5-library. When submitting new features or updates to the ml5 library, you should also make a pull request to the ml5-examples repo to showcase how your new feature works. Usually examples are submitted in a simple p5.js sketch, but they can also be in vanilla javascript. + [ml5-website](https://github.com/ml5js/ml5-website) - * the ml5-website is what you see here: https://ml5js.org/. As we make changes to the ml5 API and examples, the website also needs to be updated. For now, we're working with a manual process to updating changes, but we're working on development processes to help sync all these efforts. For now, make sure to update the ml5-examples and ml5-website when making changes to ml5-library and vice-versa. + * the ml5-website is what you see here: https://ml5js.org/. As we make changes to the ml5 API and examples, the website also needs to be updated. For now, we're working with a manual process to updating changes, but we're working on development processes to help sync all these efforts. For now, make sure to update the ml5-examples and ml5-website when making changes to ml5-library and vice-versa. - **Data and models**: + [ml5-data-and-models](https://github.com/ml5js/ml5-data-and-models) * This repository stores data sets and pre-trained models you can use in ml5.js. + [pix2pix_models](https://github.com/ml5js/pix2pix_models): - * A collection of pix2pix models + * A collection of pix2pix models + **Training your own models**: + [training-lstm](https://github.com/ml5js/training-lstm) * Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow and modified to work with tensorflow.js and ml5js + [training-word2vec](https://github.com/ml5js/training-word2vec) - * How to train your own word2vec model for use with ml5.js + * How to train your own word2vec model for use with ml5.js + [training-styletransfer](https://github.com/ml5js/training-styletransfer) * This repository contains a slightly modified version of Fast Style Transfer in TensorFlow. It trains a neural network on the style of any image you provide it and outputs a model you can use in ml5.js with the ml5.styleTransfer() method. + [training-pix2pix](https://github.com/ml5js/training-pix2pix) @@ -61,7 +61,7 @@ Preamble: If you're interested in to contribute to the ml5 project, just know yo If you want to help develop this library, here are the steps to get started: -### Setup +### Setup We use node.js as our development environment for bundling code, running tests, and more. If you've never used node.js before, here's the steps to get node up and running on your machine. Installation requirements differ according to your computer's operating system. Please refer to the correct setup section for your specific environment @@ -73,7 +73,7 @@ We use node.js as our development environment for bundling code, running tests, #### For macOS Users -For mac users, we recommend installing nodejs through homebrew which is a package manager. Even further, we recommend installing nodejs using nvm which is a node version manager so that you can install different versions of nodejs and switch between them. You can skip all that and use install nodejs - https://nodejs.org/en/download/ - but we do recommend using homebrew, etc. +For mac users, we recommend installing nodejs through homebrew which is a package manager. Even further, we recommend installing nodejs using nvm which is a node version manager so that you can install different versions of nodejs and switch between them. You can skip all that and use install nodejs - https://nodejs.org/en/download/ - but we do recommend using homebrew, etc. This is how you can do this: @@ -159,12 +159,12 @@ NVM_HOMEBREW="/usr/local/opt/nvm/nvm.sh" ``` ![image of terminal window with webpack message](/assets/ml5-webpack-build.png) ![localhost:8080/ml5.js shows compiled library](/assets/ml5-localhost.png) - + If you see this message, it means the project is actively being built by Webpack's `webpack-dev-server`. Any changes you make to any file in the `/src` folder will automatically rebuild the `ml5.js` and `ml5.min.js` libraries as long as the server continues to run. 4. Develop! - Run this command from the root of the project: + Run this command from the root of the project: ```bash npm run manual-test @@ -235,11 +235,23 @@ NVM_HOMEBREW="/usr/local/opt/nvm/nvm.sh" Just be sure to add files before running commitizen! -7. (OPTIONAL) Push your code and submit a Pull Request! Remember if you make a pull request on a new features or feature update you should make a parallel pull request to the ml5-examples repo so that others can use your new feature and test it out. +7. (OPTIONAL) Push your code and submit a Pull Request! Remember if you make a pull request on a new features or feature update you should make a parallel pull request to the ml5-examples repo so that others can use your new feature and test it out. ## Running Unit Tests -WIP + +We’re still rolling out all of our unit tests, but if you want to contribute to their development or just test with the models that have more robust unit tests in place: + + - To run all tests continuously as you update + ```npm run test``` + + - To run all tests once + ```npm run test:single``` + + - To run a test on a single model + ```npm run test -- --model:YourModelNameHere``` + +This last one is case sensitive! ## Additional Resources diff --git a/karma.conf.js b/karma.conf.js index ad4123f58..e7e918f95 100644 --- a/karma.conf.js +++ b/karma.conf.js @@ -1,9 +1,13 @@ + module.exports = (config) => { config.set({ + client: { + model: config.model + }, frameworks: ['jasmine'], files: [ 'src/index.js', - 'src/**/*_test.js', + `src/${config.model ? config.model : '**'}/*_test.js`, ], preprocessors: { 'src/index.js': ['webpack'], diff --git a/package.json b/package.json index 1388531dc..f05ace7e1 100644 --- a/package.json +++ b/package.json @@ -13,7 +13,7 @@ "start": "webpack-dev-server --open --config webpack.dev.babel.js", "manual-test": "webpack-dev-server --open --config webpack.test.babel.js", "build": "webpack --config webpack.prod.babel.js", - "test": "./node_modules/karma/bin/karma start karma.conf.js", + "test": "./node_modules/karma/bin/karma start karma.conf.js ", "test:single": "./node_modules/karma/bin/karma start karma.conf.js --single-run", "test-travis": "./scripts/test-travis.sh" }, From ba322f5950f8e66aa840222a3c42e835ea4a6f75 Mon Sep 17 00:00:00 2001 From: danilo Date: Sat, 20 Jul 2019 23:05:46 +0100 Subject: [PATCH 018/108] Handling p5 Image in PoseNet singlePose I have changed singlePose function in order to handle p5 Image types. However I'm not sure if the check is thorough enough. Any pointers are welcome. --- src/PoseNet/index.js | 9 +++++++-- 1 file changed, 7 insertions(+), 2 deletions(-) diff --git a/src/PoseNet/index.js b/src/PoseNet/index.js index a25f8c41c..f7acab68e 100644 --- a/src/PoseNet/index.js +++ b/src/PoseNet/index.js @@ -111,11 +111,16 @@ class PoseNet extends EventEmitter { let input; if (inputOr instanceof HTMLImageElement || inputOr instanceof HTMLVideoElement) { input = inputOr; - } else if (typeof inputOr === 'object' && (inputOr.elt instanceof HTMLImageElement || inputOr.elt instanceof HTMLVideoElement)) { - input = inputOr.elt; // Handle p5.js image and video + } else if (typeof inputOr === "object") { + if (!inputOr.pixels.length) { + inputOr.loadPixels(); + } + // Handle p5.js image + input = inputOr.imageData; } else { input = this.video; } + const pose = await this.net.estimateSinglePose(input, this.imageScaleFactor, this.flipHorizontal, this.outputStride); const poseWithParts = this.mapParts(pose); From b048a472a053bdceef49ff48e988fde500f7e16f Mon Sep 17 00:00:00 2001 From: Joey Lee Date: Thu, 25 Jul 2019 13:08:09 -0400 Subject: [PATCH 019/108] Adds ImageData support for all image handling functions (#525) * added ImageData support to YOLO * adds ImageData support to UNET * adds ImageData support to StyleTransfer * adds ImageData support to PoseNet * adds ImageData support for ImageClassifier/darknet * adds ImageData support for ImageClassifier/doodlenet * adds ImageData support for BodyPix and cleans up conditionals * adds ImageData support to faceApi and cleans up conditionals * adds ImageData support for imageclassifier and cleans up conditional * fix image handling for bodypix faceapi and imageclassifier * update mobilenet imageData support * check imagedata in yolo * adds ImageData test to BodyPix --- src/BodyPix/index.js | 59 ++++++++++++------------------- src/BodyPix/index_test.js | 24 +++++++++++++ src/FaceApi/index.js | 54 ++++++++++------------------ src/FeatureExtractor/Mobilenet.js | 30 ++++++++++++---- src/ImageClassifier/darknet.js | 10 ++++-- src/ImageClassifier/doodlenet.js | 10 ++++-- src/ImageClassifier/index.js | 31 ++++++---------- src/PoseNet/index.js | 16 ++++++--- src/StyleTransfer/index.js | 4 ++- src/UNET/index.js | 7 ++-- src/YOLO/index.js | 8 +++-- src/YOLO/index_test.js | 22 ++++++++++++ 12 files changed, 162 insertions(+), 113 deletions(-) diff --git a/src/BodyPix/index.js b/src/BodyPix/index.js index 62dd1665f..46e861d22 100644 --- a/src/BodyPix/index.js +++ b/src/BodyPix/index.js @@ -255,25 +255,19 @@ class BodyPix { imgToSegment = this.video; callback = optionsOrCallback; // clean the following conditional statement up! - } else if (optionsOrCallback instanceof HTMLImageElement) { - imgToSegment = optionsOrCallback; - } else if ( - typeof optionsOrCallback === 'object' && - optionsOrCallback.elt instanceof HTMLImageElement - ) { - imgToSegment = optionsOrCallback.elt; // Handle p5.js image - } else if (optionsOrCallback instanceof HTMLCanvasElement) { - imgToSegment = optionsOrCallback; - } else if ( - typeof optionsOrCallback === 'object' && - optionsOrCallback.elt instanceof HTMLCanvasElement - ) { - imgToSegment = optionsOrCallback.elt; // Handle p5.js image - } else if ( - typeof optionsOrCallback === 'object' && - optionsOrCallback.canvas instanceof HTMLCanvasElement - ) { - imgToSegment = optionsOrCallback.canvas; // Handle p5.js image + } else if (optionsOrCallback instanceof HTMLImageElement + || optionsOrCallback instanceof HTMLCanvasElement + || optionsOrCallback instanceof ImageData) { + imgToSegment = optionsOrCallback; + } else if (typeof optionsOrCallback === 'object' && (optionsOrCallback.elt instanceof HTMLImageElement + || optionsOrCallback.elt instanceof HTMLCanvasElement + || optionsOrCallback.elt instanceof ImageData)){ + + if(optionsOrCallback.canvas instanceof HTMLCanvasElement){ + imgToSegment = optionsOrCallback.canvas; // Handle p5.js image + } else { + imgToSegment = optionsOrCallback.elt; // Handle p5.js image + } } else if (!(this.video instanceof HTMLVideoElement)) { // Handle unsupported input throw new Error( @@ -350,30 +344,21 @@ class BodyPix { let imgToSegment = this.video; let callback; let segmentationOptions = this.config; - + // Handle the image to predict if (typeof optionsOrCallback === 'function') { imgToSegment = this.video; callback = optionsOrCallback; // clean the following conditional statement up! - } else if (optionsOrCallback instanceof HTMLImageElement) { - imgToSegment = optionsOrCallback; - } else if ( - typeof optionsOrCallback === 'object' && - optionsOrCallback.elt instanceof HTMLImageElement - ) { - imgToSegment = optionsOrCallback.elt; // Handle p5.js image - } else if (optionsOrCallback instanceof HTMLCanvasElement) { - imgToSegment = optionsOrCallback; - } else if ( - typeof optionsOrCallback === 'object' && - optionsOrCallback.elt instanceof HTMLCanvasElement - ) { + } else if (optionsOrCallback instanceof HTMLImageElement + || optionsOrCallback instanceof HTMLCanvasElement + || optionsOrCallback instanceof ImageData) { + imgToSegment = optionsOrCallback; + } else if (typeof optionsOrCallback === 'object' && (optionsOrCallback.elt instanceof HTMLImageElement + || optionsOrCallback.elt instanceof HTMLCanvasElement + || optionsOrCallback.elt instanceof ImageData)){ imgToSegment = optionsOrCallback.elt; // Handle p5.js image - } else if ( - typeof optionsOrCallback === 'object' && - optionsOrCallback.canvas instanceof HTMLCanvasElement - ) { + } else if (typeof optionsOrCallback === 'object' && optionsOrCallback.canvas instanceof HTMLCanvasElement) { imgToSegment = optionsOrCallback.canvas; // Handle p5.js image } else if (!(this.video instanceof HTMLVideoElement)) { // Handle unsupported input diff --git a/src/BodyPix/index_test.js b/src/BodyPix/index_test.js index a3d8279b6..b1c767a31 100644 --- a/src/BodyPix/index_test.js +++ b/src/BodyPix/index_test.js @@ -31,6 +31,22 @@ describe('bodyPix', () => { return canvas; } + async function getImageData() { + const arr = new Uint8ClampedArray(40000); + + // Iterate through every pixel + for (let i = 0; i < arr.length; i += 4) { + arr[i + 0] = 0; // R value + arr[i + 1] = 190; // G value + arr[i + 2] = 0; // B value + arr[i + 3] = 255; // A value + } + + // Initialize a new ImageData object + const img = new ImageData(arr, 200); + return img; + } + beforeEach(async () => { jasmine.DEFAULT_TIMEOUT_INTERVAL = 5000; bp = await bodyPix(); @@ -42,6 +58,14 @@ describe('bodyPix', () => { expect(bp.config.segmentationThreshold).toBe(BODYPIX_DEFAULTS.segmentationThreshold); }); + it('segment takes ImageData', async () => { + const img = await getImageData(); + const results = await bp.segment(img); + // 200 * 50 == 10,000 * 4 == 40,000 the size of the array + expect(results.raw.width).toBe(200); + expect(results.raw.height).toBe(50); + }); + describe('segmentation', () => { it('Should segment an image of a Harriet Tubman with a width and height of 128', async () => { const img = await getImage(); diff --git a/src/FaceApi/index.js b/src/FaceApi/index.js index 58bb990b6..d49c8b0d6 100644 --- a/src/FaceApi/index.js +++ b/src/FaceApi/index.js @@ -103,29 +103,20 @@ class FaceApiBase { let callback; let faceApiOptions = this.config; - // Handle the image to predict - if (typeof optionsOrCallback === 'function') { + // Handle the image to predict + if (typeof optionsOrCallback === 'function') { imgToClassify = this.video; callback = optionsOrCallback; // clean the following conditional statement up! - } else if (optionsOrCallback instanceof HTMLImageElement) { - imgToClassify = optionsOrCallback; - } else if ( - typeof optionsOrCallback === 'object' && - optionsOrCallback.elt instanceof HTMLImageElement - ) { + } else if (optionsOrCallback instanceof HTMLImageElement + || optionsOrCallback instanceof HTMLCanvasElement + || optionsOrCallback instanceof ImageData) { + imgToClassify = optionsOrCallback; + } else if (typeof optionsOrCallback === 'object' && (optionsOrCallback.elt instanceof HTMLImageElement + || optionsOrCallback.elt instanceof HTMLCanvasElement + || optionsOrCallback.elt instanceof ImageData)){ imgToClassify = optionsOrCallback.elt; // Handle p5.js image - } else if (optionsOrCallback instanceof HTMLCanvasElement) { - imgToClassify = optionsOrCallback; - } else if ( - typeof optionsOrCallback === 'object' && - optionsOrCallback.elt instanceof HTMLCanvasElement - ) { - imgToClassify = optionsOrCallback.elt; // Handle p5.js image - } else if ( - typeof optionsOrCallback === 'object' && - optionsOrCallback.canvas instanceof HTMLCanvasElement - ) { + } else if (typeof optionsOrCallback === 'object' && optionsOrCallback.canvas instanceof HTMLCanvasElement) { imgToClassify = optionsOrCallback.canvas; // Handle p5.js image } else if (!(this.video instanceof HTMLVideoElement)) { // Handle unsupported input @@ -215,24 +206,15 @@ class FaceApiBase { imgToClassify = this.video; callback = optionsOrCallback; // clean the following conditional statement up! - } else if (optionsOrCallback instanceof HTMLImageElement) { - imgToClassify = optionsOrCallback; - } else if ( - typeof optionsOrCallback === 'object' && - optionsOrCallback.elt instanceof HTMLImageElement - ) { - imgToClassify = optionsOrCallback.elt; // Handle p5.js image - } else if (optionsOrCallback instanceof HTMLCanvasElement) { - imgToClassify = optionsOrCallback; - } else if ( - typeof optionsOrCallback === 'object' && - optionsOrCallback.elt instanceof HTMLCanvasElement - ) { + } else if (optionsOrCallback instanceof HTMLImageElement + || optionsOrCallback instanceof HTMLCanvasElement + || optionsOrCallback instanceof ImageData) { + imgToClassify = optionsOrCallback; + } else if (typeof optionsOrCallback === 'object' && (optionsOrCallback.elt instanceof HTMLImageElement + || optionsOrCallback.elt instanceof HTMLCanvasElement + || optionsOrCallback.elt instanceof ImageData)){ imgToClassify = optionsOrCallback.elt; // Handle p5.js image - } else if ( - typeof optionsOrCallback === 'object' && - optionsOrCallback.canvas instanceof HTMLCanvasElement - ) { + } else if (typeof optionsOrCallback === 'object' && optionsOrCallback.canvas instanceof HTMLCanvasElement) { imgToClassify = optionsOrCallback.canvas; // Handle p5.js image } else if (!(this.video instanceof HTMLVideoElement)) { // Handle unsupported input diff --git a/src/FeatureExtractor/Mobilenet.js b/src/FeatureExtractor/Mobilenet.js index 99d1372c7..cfd392897 100644 --- a/src/FeatureExtractor/Mobilenet.js +++ b/src/FeatureExtractor/Mobilenet.js @@ -336,10 +336,16 @@ class Mobilenet { let imgToPredict; let callback; - if (inputOrCallback instanceof HTMLImageElement || inputOrCallback instanceof HTMLVideoElement || inputOrCallback instanceof HTMLCanvasElement) { + if (inputOrCallback instanceof HTMLImageElement + || inputOrCallback instanceof HTMLVideoElement + || inputOrCallback instanceof HTMLCanvasElement + || inputOrCallback instanceof ImageData) { imgToPredict = inputOrCallback; } else if (typeof inputOrCallback === 'object' && - (inputOrCallback.elt instanceof HTMLImageElement || inputOrCallback.elt instanceof HTMLVideoElement || inputOrCallback.elt instanceof HTMLCanvasElement)) { + (inputOrCallback.elt instanceof HTMLImageElement + || inputOrCallback.elt instanceof HTMLVideoElement + || inputOrCallback.elt instanceof HTMLCanvasElement + || inputOrCallback.elt instanceof ImageData)) { imgToPredict = inputOrCallback.elt; // p5.js image element } else if (typeof inputOrCallback === 'function') { imgToPredict = this.video; @@ -385,10 +391,16 @@ class Mobilenet { async predict(inputOrCallback, cb) { let imgToPredict; let callback; - if (inputOrCallback instanceof HTMLImageElement || inputOrCallback instanceof HTMLVideoElement || inputOrCallback instanceof HTMLCanvasElement) { + if (inputOrCallback instanceof HTMLImageElement + || inputOrCallback instanceof HTMLVideoElement + || inputOrCallback instanceof HTMLCanvasElement + || inputOrCallback instanceof ImageData) { imgToPredict = inputOrCallback; } else if (typeof inputOrCallback === 'object' && - (inputOrCallback.elt instanceof HTMLImageElement || inputOrCallback.elt instanceof HTMLVideoElement || inputOrCallback.elt instanceof HTMLCanvasElement)) { + (inputOrCallback.elt instanceof HTMLImageElement + || inputOrCallback.elt instanceof HTMLVideoElement + || inputOrCallback.elt instanceof HTMLCanvasElement + || inputOrCallback.elt instanceof ImageData)) { imgToPredict = inputOrCallback.elt; // p5.js image element } else if (typeof inputOrCallback === 'function') { imgToPredict = this.video; @@ -520,9 +532,15 @@ class Mobilenet { infer(input, endpoint) { let imgToPredict; let endpointToPredict; - if (input instanceof HTMLImageElement || input instanceof HTMLVideoElement || input instanceof HTMLCanvasElement || input instanceof ImageData) { + if (input instanceof HTMLImageElement + || input instanceof HTMLVideoElement + || input instanceof HTMLCanvasElement + || input instanceof ImageData) { imgToPredict = input; - } else if (typeof input === 'object' && (input.elt instanceof HTMLImageElement || input.elt instanceof HTMLVideoElement || input.elt instanceof HTMLCanvasElement)) { + } else if (typeof input === 'object' && (input.elt instanceof HTMLImageElement + || input.elt instanceof HTMLVideoElement + || input.elt instanceof HTMLCanvasElement + || input.elt instanceof ImageData)) { imgToPredict = input.elt; // p5.js image/canvas/video element } else { throw new Error('No input image found.'); diff --git a/src/ImageClassifier/darknet.js b/src/ImageClassifier/darknet.js index ceda257b2..b07e2ea30 100644 --- a/src/ImageClassifier/darknet.js +++ b/src/ImageClassifier/darknet.js @@ -17,9 +17,15 @@ const DEFAULTS = { function preProcess(img, size) { let image; if (!(img instanceof tf.Tensor)) { - if (img instanceof HTMLImageElement || img instanceof HTMLVideoElement || img instanceof HTMLCanvasElement) { + if (img instanceof HTMLImageElement + || img instanceof HTMLVideoElement + || img instanceof HTMLCanvasElement + || img instanceof ImageData) { image = tf.browser.fromPixels(img); - } else if (typeof img === 'object' && (img.elt instanceof HTMLImageElement || img.elt instanceof HTMLVideoElement || img.elt instanceof HTMLCanvasElement)) { + } else if (typeof img === 'object' && (img.elt instanceof HTMLImageElement + || img.elt instanceof HTMLVideoElement + || img.elt instanceof HTMLCanvasElement + || img.elt instanceof ImageData)) { image = tf.browser.fromPixels(img.elt); // Handle p5.js image and video. } } else { diff --git a/src/ImageClassifier/doodlenet.js b/src/ImageClassifier/doodlenet.js index 3bfc3e922..41955ea67 100644 --- a/src/ImageClassifier/doodlenet.js +++ b/src/ImageClassifier/doodlenet.js @@ -15,9 +15,15 @@ const DEFAULTS = { function preProcess(img, size) { let image; if (!(img instanceof tf.Tensor)) { - if (img instanceof HTMLImageElement || img instanceof HTMLVideoElement || img instanceof HTMLCanvasElement) { + if (img instanceof HTMLImageElement + || img instanceof HTMLVideoElement + || img instanceof HTMLCanvasElement + || img instanceof ImageData) { image = tf.browser.fromPixels(img); - } else if (typeof img === 'object' && (img.elt instanceof HTMLImageElement || img.elt instanceof HTMLVideoElement || img.elt instanceof HTMLCanvasElement)) { + } else if (typeof img === 'object' && (img.elt instanceof HTMLImageElement + || img.elt instanceof HTMLVideoElement + || img.elt instanceof HTMLCanvasElement + || img.elt instanceof ImageData)) { image = tf.browser.fromPixels(img.elt); // Handle p5.js image, video and canvas. } } else { diff --git a/src/ImageClassifier/index.js b/src/ImageClassifier/index.js index 708c6548f..a65ffb3e3 100644 --- a/src/ImageClassifier/index.js +++ b/src/ImageClassifier/index.js @@ -162,32 +162,21 @@ class ImageClassifier { } else if (typeof inputNumOrCallback === 'number') { imgToPredict = this.video; numberOfClasses = inputNumOrCallback; - } else if (inputNumOrCallback instanceof HTMLImageElement) { + } else if (inputNumOrCallback instanceof HTMLVideoElement + || inputNumOrCallback instanceof HTMLImageElement + || inputNumOrCallback instanceof HTMLCanvasElement + || inputNumOrCallback instanceof ImageData) { imgToPredict = inputNumOrCallback; } else if ( typeof inputNumOrCallback === 'object' && - inputNumOrCallback.elt instanceof HTMLImageElement - ) { - imgToPredict = inputNumOrCallback.elt; // Handle p5.js image - } else if (inputNumOrCallback instanceof HTMLCanvasElement) { - imgToPredict = inputNumOrCallback; - } else if ( - typeof inputNumOrCallback === 'object' && - inputNumOrCallback.elt instanceof HTMLCanvasElement - ) { - imgToPredict = inputNumOrCallback.elt; // Handle p5.js image - } else if ( - typeof inputNumOrCallback === 'object' && - inputNumOrCallback.canvas instanceof HTMLCanvasElement + (inputNumOrCallback.elt instanceof HTMLVideoElement + || inputNumOrCallback.elt instanceof HTMLImageElement + || inputNumOrCallback.elt instanceof HTMLCanvasElement + || inputNumOrCallback.elt instanceof ImageData) ) { + imgToPredict = inputNumOrCallback.elt; // Handle p5.js image + } else if (typeof inputNumOrCallback === 'object' && inputNumOrCallback.canvas instanceof HTMLCanvasElement) { imgToPredict = inputNumOrCallback.canvas; // Handle p5.js image - } else if (inputNumOrCallback instanceof HTMLVideoElement) { - imgToPredict = inputNumOrCallback; - } else if ( - typeof inputNumOrCallback === 'object' && - inputNumOrCallback.elt instanceof HTMLVideoElement - ) { - imgToPredict = inputNumOrCallback.elt; // Handle p5.js video } else if (!(this.video instanceof HTMLVideoElement)) { // Handle unsupported input throw new Error( diff --git a/src/PoseNet/index.js b/src/PoseNet/index.js index a25f8c41c..01818b20e 100644 --- a/src/PoseNet/index.js +++ b/src/PoseNet/index.js @@ -109,9 +109,13 @@ class PoseNet extends EventEmitter { /* eslint max-len: ["error", { "code": 180 }] */ async singlePose(inputOr, cb) { let input; - if (inputOr instanceof HTMLImageElement || inputOr instanceof HTMLVideoElement) { + if (inputOr instanceof HTMLImageElement + || inputOr instanceof HTMLVideoElement + || inputOr instanceof ImageData) { input = inputOr; - } else if (typeof inputOr === 'object' && (inputOr.elt instanceof HTMLImageElement || inputOr.elt instanceof HTMLVideoElement)) { + } else if (typeof inputOr === 'object' && (inputOr.elt instanceof HTMLImageElement + || inputOr.elt instanceof HTMLVideoElement + || inputOr.elt instanceof ImageData)) { input = inputOr.elt; // Handle p5.js image and video } else { input = this.video; @@ -142,9 +146,13 @@ class PoseNet extends EventEmitter { async multiPose(inputOr, cb) { let input; - if (inputOr instanceof HTMLImageElement || inputOr instanceof HTMLVideoElement) { + if (inputOr instanceof HTMLImageElement + || inputOr instanceof HTMLVideoElement + || inputOr instanceof ImageData) { input = inputOr; - } else if (typeof inputOr === 'object' && (inputOr.elt instanceof HTMLImageElement || inputOr.elt instanceof HTMLVideoElement)) { + } else if (typeof inputOr === 'object' && (inputOr.elt instanceof HTMLImageElement + || inputOr.elt instanceof HTMLVideoElement + || inputOr.elt instanceof ImageData)) { input = inputOr.elt; // Handle p5.js image and video } else { input = this.video; diff --git a/src/StyleTransfer/index.js b/src/StyleTransfer/index.js index 658a4ba48..79f50743b 100644 --- a/src/StyleTransfer/index.js +++ b/src/StyleTransfer/index.js @@ -109,7 +109,9 @@ class StyleTransfer extends Video { inputOrCallback instanceof HTMLImageElement || inputOrCallback instanceof ImageData) { input = inputOrCallback; - } else if (typeof inputOrCallback === 'object' && (inputOrCallback.elt instanceof HTMLVideoElement || inputOrCallback.elt instanceof HTMLImageElement)) { + } else if (typeof inputOrCallback === 'object' && (inputOrCallback.elt instanceof HTMLVideoElement + || inputOrCallback.elt instanceof HTMLImageElement + || inputOrCallback.elt instanceof ImageData)) { input = inputOrCallback.elt; } else if (typeof inputOrCallback === 'function') { input = this.video; diff --git a/src/UNET/index.js b/src/UNET/index.js index 879efe4b1..fb4e4238d 100644 --- a/src/UNET/index.js +++ b/src/UNET/index.js @@ -51,9 +51,12 @@ class UNET extends Video { let callback = cb; if (inputOrCallback instanceof HTMLImageElement - || inputOrCallback instanceof HTMLVideoElement) { + || inputOrCallback instanceof HTMLVideoElement + || inputOrCallback instanceof ImageData) { imgToPredict = inputOrCallback; - } else if (typeof inputOrCallback === 'object' && (inputOrCallback.elt instanceof HTMLImageElement || inputOrCallback.elt instanceof HTMLVideoElement)) { + } else if (typeof inputOrCallback === 'object' && (inputOrCallback.elt instanceof HTMLImageElement + || inputOrCallback.elt instanceof HTMLVideoElement + || inputOrCallback.elt instanceof ImageData)) { imgToPredict = inputOrCallback.elt; } else if (typeof inputOrCallback === 'function') { imgToPredict = this.video; diff --git a/src/YOLO/index.js b/src/YOLO/index.js index 822d3e339..9a9646c6c 100644 --- a/src/YOLO/index.js +++ b/src/YOLO/index.js @@ -74,9 +74,13 @@ class YOLOBase extends Video { let imgToPredict; let callback = cb; - if (inputOrCallback instanceof HTMLImageElement || inputOrCallback instanceof HTMLVideoElement) { + if (inputOrCallback instanceof HTMLImageElement + || inputOrCallback instanceof HTMLVideoElement + || inputOrCallback instanceof ImageData) { imgToPredict = inputOrCallback; - } else if (typeof inputOrCallback === 'object' && (inputOrCallback.elt instanceof HTMLImageElement || inputOrCallback.elt instanceof HTMLVideoElement)) { + } else if (typeof inputOrCallback === 'object' && (inputOrCallback.elt instanceof HTMLImageElement + || inputOrCallback.elt instanceof HTMLVideoElement + || inputOrCallback.elt instanceof ImageData)) { imgToPredict = inputOrCallback.elt; // Handle p5.js image and video. } else if (typeof inputOrCallback === 'function') { imgToPredict = this.video; diff --git a/src/YOLO/index_test.js b/src/YOLO/index_test.js index ac72b7541..56293b2fc 100644 --- a/src/YOLO/index_test.js +++ b/src/YOLO/index_test.js @@ -23,6 +23,22 @@ describe('YOLO', () => { return img; } + async function getImageData() { + const arr = new Uint8ClampedArray(40000); + + // Iterate through every pixel + for (let i = 0; i < arr.length; i += 4) { + arr[i + 0] = 0; // R value + arr[i + 1] = 190; // G value + arr[i + 2] = 0; // B value + arr[i + 3] = 255; // A value + } + + // Initialize a new ImageData object + const img = new ImageData(arr, 200); + return img; + } + beforeEach(async () => { jasmine.DEFAULT_TIMEOUT_INTERVAL = 100000; yolo = await YOLO(); @@ -40,4 +56,10 @@ describe('YOLO', () => { const detection = await yolo.detect(robin); expect(detection[0].label).toBe('bird'); }); + + it('detects takes ImageData', async () => { + const img = await getImageData(); + const detection = await yolo.detect(img); + expect(detection).toEqual([]); + }); }); From 590b0d4daccdcac46e3c86e8bbe5f275e7dca242 Mon Sep 17 00:00:00 2001 From: Joey Lee Date: Fri, 26 Jul 2019 07:59:48 -0400 Subject: [PATCH 020/108] adds check for canvas (#526) --- src/PoseNet/index.js | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/src/PoseNet/index.js b/src/PoseNet/index.js index 01818b20e..dc4714aa0 100644 --- a/src/PoseNet/index.js +++ b/src/PoseNet/index.js @@ -109,14 +109,18 @@ class PoseNet extends EventEmitter { /* eslint max-len: ["error", { "code": 180 }] */ async singlePose(inputOr, cb) { let input; + if (inputOr instanceof HTMLImageElement || inputOr instanceof HTMLVideoElement + || inputOr instanceof HTMLCanvasElement || inputOr instanceof ImageData) { input = inputOr; } else if (typeof inputOr === 'object' && (inputOr.elt instanceof HTMLImageElement || inputOr.elt instanceof HTMLVideoElement || inputOr.elt instanceof ImageData)) { input = inputOr.elt; // Handle p5.js image and video + } else if (typeof inputOr === 'object' && inputOr.canvas instanceof HTMLCanvasElement) { + input = inputOr.canvas; // Handle p5.js image } else { input = this.video; } @@ -148,12 +152,15 @@ class PoseNet extends EventEmitter { if (inputOr instanceof HTMLImageElement || inputOr instanceof HTMLVideoElement + || inputOr instanceof HTMLCanvasElement || inputOr instanceof ImageData) { input = inputOr; } else if (typeof inputOr === 'object' && (inputOr.elt instanceof HTMLImageElement || inputOr.elt instanceof HTMLVideoElement || inputOr.elt instanceof ImageData)) { input = inputOr.elt; // Handle p5.js image and video + } else if (typeof inputOr === 'object' && inputOr.canvas instanceof HTMLCanvasElement) { + input = inputOr.canvas; // Handle p5.js image } else { input = this.video; } From a552de19c894ca5edea49ed2052ce931106588a3 Mon Sep 17 00:00:00 2001 From: Joey Lee Date: Thu, 1 Aug 2019 15:20:21 -0400 Subject: [PATCH 021/108] Fixes Posenet input arguments and related issues (#529) * adds this.multiPose() to else{} * fixes conditional check on object or string --- src/PoseNet/index.js | 14 ++++++++++---- 1 file changed, 10 insertions(+), 4 deletions(-) diff --git a/src/PoseNet/index.js b/src/PoseNet/index.js index 7ae079e19..30d5d2553 100644 --- a/src/PoseNet/index.js +++ b/src/PoseNet/index.js @@ -55,10 +55,11 @@ class PoseNet extends EventEmitter { * @type {String} * @public */ - this.detectionType = detectionType || DEFAULTS.detectionType; + this.detectionType = detectionType || options.detectionType || DEFAULTS.detectionType; this.imageScaleFactor = options.imageScaleFactor || DEFAULTS.imageScaleFactor; this.outputStride = options.outputStride || DEFAULTS.outputStride; this.flipHorizontal = options.flipHorizontal || DEFAULTS.flipHorizontal; + this.scoreThreshold = options.scoreThreshold || DEFAULTS.scoreThreshold; this.minConfidence = options.minConfidence || DEFAULTS.minConfidence; this.multiplier = options.multiplier || DEFAULTS.multiplier; this.ready = callCallback(this.load(), callback); @@ -76,9 +77,11 @@ class PoseNet extends EventEmitter { } if (this.detectionType === 'single') { this.singlePose(); + } else { + this.multiPose(); } - this.multiPose(); + } return this; } @@ -189,11 +192,14 @@ const poseNet = (videoOrOptionsOrCallback, optionsOrCallback, cb) => { if (typeof optionsOrCallback === 'object') { options = optionsOrCallback; - } else if (typeof optionsOrCallback === 'function') { - callback = optionsOrCallback; } else if (typeof optionsOrCallback === 'string') { detectionType = optionsOrCallback; } + + if (typeof optionsOrCallback === 'function') { + callback = optionsOrCallback; + } + return new PoseNet(video, options, detectionType, callback); }; From a827c52fb8098e22d159da6f56751754078647bb Mon Sep 17 00:00:00 2001 From: Jared Wilber Date: Thu, 1 Aug 2019 13:39:52 -0700 Subject: [PATCH 022/108] added kmeans --- src/KMeans/index.js | 137 ++++++++++++++++++++++++++++++++++++++++++++ src/index.js | 2 + src/utils/random.js | 17 +++++- 3 files changed, 155 insertions(+), 1 deletion(-) create mode 100644 src/KMeans/index.js diff --git a/src/KMeans/index.js b/src/KMeans/index.js new file mode 100644 index 000000000..3d5334ab8 --- /dev/null +++ b/src/KMeans/index.js @@ -0,0 +1,137 @@ +// Copyright (c) 2019 ml5 +// +// This software is released under the MIT License. +// https://opensource.org/licenses/MIT + +/* eslint class-methods-use-this: ["error", { "exceptMethods": ["getInitialCentroids"] }] */ +/* eslint "no-param-reassign": [2, { "props": false }] */ +/* +KMeans +This class provides the following unsupervised clustering methods: +- K-Means +More will be added. +*/ + +import * as tf from '@tensorflow/tfjs'; +import callCallback from '../utils/callcallback'; +import { randomSample } from '../utils/random'; + +const DEFAULTS = { + 'maxIter': 5, + 'threshold': 0.5, +}; + +async function readCsv(url) { + const myCsv = tf.data.csv(url); + const loadedData = await myCsv.toArray(); + return loadedData; +} + +async function loadDataset(inputData) { + let data; + if (typeof inputData === 'string') { + data = await readCsv(inputData); + } else { + data = inputData; + } + const dataFlat = data.map((d) => { + return Object.values(d) + }); + return dataFlat; +} + + +class KMeans { + + constructor(dataset, options, callback) { + this.k = options.k; + this.maxIter = options.maxIter || DEFAULTS.maxIter; + this.threshold = options.threshold || DEFAULTS.threshold; + this.ready = callCallback(this.load(dataset), callback); + } + + async load(dataset) { + this.dataset = await loadDataset(dataset); + this.dataTensor = tf.tensor2d(this.dataset); + this.dataset.forEach(d => { + const tensors = tf.tensor1d(Object.values(d)); + d.tensor = tensors; + }); + this.centroids = tf.tensor2d(randomSample(this.dataset, this.k, false)); + this.fit(); + console.log('final centroids:') + this.centroids.print() + return this; + } + + fit() { + this.getClosestCentroids() + this.recenterCentroids(); + let centroidDistance = KMeans.getEuclidianDistance(this.centroids, this.centroidsOld); + console.log(centroidDistance); + let iteration = 0; + while(centroidDistance > this.threshold && iteration < this.maxIter) { + this.getClosestCentroids(); + this.recenterCentroids(); + centroidDistance = KMeans.getEuclidianDistance(this.centroids, this.centroidsOld); + iteration += 1; + console.log('iteration: ', iteration) + console.log('centroidDistance: ', centroidDistance) + } + } + + getClosestCentroids() { + // find closest initial tensor + this.dataset.forEach(d => { + const minCentroid = this.closestCentroid(d.tensor); + d.centroid = minCentroid; + }) + } + + closestCentroid(dataTensor) { + const dist = this.centroids.squaredDifference(dataTensor).sum(1).sqrt(); + const minCentroid = dist.argMin().arraySync(); + return minCentroid; + } + + classify(value) { + // input must be array or object + const valueTensor = tf.tensor1d(Object.values(value)); + const minCentroid = this.closestCentroid(valueTensor); + return minCentroid; + } + + recenterCentroids() { + // store previous run's centroids for convergence + this.centroidsOld = this.centroids; + // recenter each centroid + this.centroids = tf.stack(this.centroids.unstack().map((centroid, k) => { + // subset centroid to its cluster + const centroidK = this.dataset.filter(d => d.centroid === k); + // conver to tensor + const centroidKTensor = centroidK.map(d => d.tensor); + if (centroidKTensor.length === 0) { + return centroid; + } else if (centroidKTensor.length === 1) { + return centroidKTensor[0]; + } + // grab mean for for cluster + const newCentroids = tf.tidy(() => tf.stack(centroidKTensor).mean(0)); + return newCentroids + })) + } + + static getEuclidianDistance(arr1, arr2) { + // calculate euclidian distance between two arrays + const distTensor = tf.tidy(() => { + const distance = tf.squaredDifference(arr1, arr2).sum().sqrt(); + return distance.dataSync() + }) + return distTensor[0]; + } + +} + +const kmeans = (dataset, options, callback) => new KMeans(dataset, options, callback); + +export default kmeans; \ No newline at end of file diff --git a/src/index.js b/src/index.js index 3dd308e3b..fc3723ad3 100644 --- a/src/index.js +++ b/src/index.js @@ -25,9 +25,11 @@ import { version } from '../package.json'; import sentiment from './Sentiment'; import bodyPix from './BodyPix'; import faceApi from './FaceApi'; +import kmeans from './KMeans'; const withPreload = { charRNN, + kmeans, CVAE, DCGAN, featureExtractor, diff --git a/src/utils/random.js b/src/utils/random.js index 10e8fb919..70823e3e9 100644 --- a/src/utils/random.js +++ b/src/utils/random.js @@ -37,4 +37,19 @@ const randomGaussian = (mean = 0, sd = 1) => { return (y1 * sd) + mean; }; -export { randomFloat, randomInt, randomGaussian }; +// Returns a random sample (either with or without replacement) from an array +const randomSample = (arr, k, withReplacement = false) => { + let sample; + if (withReplacement === true) { // sample with replacement + sample = Array.from({length: k}, () => arr[Math.floor(Math.random() * arr.length)]); + } else { // sample without replacement + if (k > arr.length) { + throw new RangeError('Sample size must be less than or equal to array length when sampling without replacement.') + } + sample = arr.map(a => [a, Math.random()]).sort((a, b) => { + return a[1] < b[1] ? -1 : 1;}).slice(0, k).map(a => a[0]); + }; + return sample; +}; + +export { randomFloat, randomInt, randomGaussian, randomSample }; From da174cff33d9092788c6f5253e50c4c64de6ac57 Mon Sep 17 00:00:00 2001 From: Jared Wilber Date: Fri, 2 Aug 2019 18:06:21 -0700 Subject: [PATCH 023/108] added randomSample function --- src/KMeans/index.js | 81 +++++++++++++++++++++++++++++++++------------ src/utils/random.js | 2 +- 2 files changed, 60 insertions(+), 23 deletions(-) diff --git a/src/KMeans/index.js b/src/KMeans/index.js index 3d5334ab8..c9350978d 100644 --- a/src/KMeans/index.js +++ b/src/KMeans/index.js @@ -3,13 +3,9 @@ // This software is released under the MIT License. // https://opensource.org/licenses/MIT -/* eslint class-methods-use-this: ["error", { "exceptMethods": ["getInitialCentroids"] }] */ /* eslint "no-param-reassign": [2, { "props": false }] */ /* -KMeans -This class provides the following unsupervised clustering methods: -- K-Means -More will be added. +K-Means Algorithm (with Euclidian distance). */ import * as tf from '@tensorflow/tfjs'; @@ -17,16 +13,26 @@ import callCallback from '../utils/callcallback'; import { randomSample } from '../utils/random'; const DEFAULTS = { + 'k': 3, 'maxIter': 5, 'threshold': 0.5, }; -async function readCsv(url) { - const myCsv = tf.data.csv(url); +/** + * Read in a csv file from a path to its location. + * @param {string} path + */ +async function readCsv(path) { + const myCsv = tf.data.csv(path); const loadedData = await myCsv.toArray(); return loadedData; } +/** + * Load and flatten an array of arrays, an array of objects, or a string + * path to a csv. + * @param {string || array || object} inputData + */ async function loadDataset(inputData) { let data; if (typeof inputData === 'string') { @@ -42,14 +48,28 @@ async function loadDataset(inputData) { class KMeans { - + /** + * Create a K-Means. + * @param {String || array || object} dataset - The dataset to cluster. + * @param {options} options - Optional. An object describing a model's parameters: + * - k: number of clusters + * - maxIter: Max number of iterations to try before forcing convergence. + * - threshold: Threshold for updated centriod distance before declaring convergence. + * @param {function} callback - Optional. A callback to be called once + * the model has loaded. If no callback is provided, it will return a + * promise that will be resolved once the model has loaded. + */ constructor(dataset, options, callback) { - this.k = options.k; - this.maxIter = options.maxIter || DEFAULTS.maxIter; - this.threshold = options.threshold || DEFAULTS.threshold; - this.ready = callCallback(this.load(dataset), callback); + this.k = options.k; + this.maxIter = options.maxIter || DEFAULTS.maxIter; + this.threshold = options.threshold || DEFAULTS.threshold; + this.ready = callCallback(this.load(dataset), callback); } + /** + * Load dataset, find initial centroids, and run model. + * @param {string || array || object} dataset + */ async load(dataset) { this.dataset = await loadDataset(dataset); this.dataTensor = tf.tensor2d(this.dataset); @@ -59,27 +79,28 @@ class KMeans { }); this.centroids = tf.tensor2d(randomSample(this.dataset, this.k, false)); this.fit(); - console.log('final centroids:') - this.centroids.print() return this; } + /** + * Run K-Means algorithm. + */ fit() { this.getClosestCentroids() this.recenterCentroids(); let centroidDistance = KMeans.getEuclidianDistance(this.centroids, this.centroidsOld); - console.log(centroidDistance); let iteration = 0; while(centroidDistance > this.threshold && iteration < this.maxIter) { this.getClosestCentroids(); this.recenterCentroids(); centroidDistance = KMeans.getEuclidianDistance(this.centroids, this.centroidsOld); iteration += 1; - console.log('iteration: ', iteration) - console.log('centroidDistance: ', centroidDistance) } } + /** + * Find closest centroids to each observation and store as attribute. + */ getClosestCentroids() { // find closest initial tensor this.dataset.forEach(d => { @@ -88,19 +109,31 @@ class KMeans { }) } + /** + * Load and flatten an array of arrays, an array of objects, or a string + * path to a csv. + * @param {string || array || object} inputData + */ closestCentroid(dataTensor) { const dist = this.centroids.squaredDifference(dataTensor).sum(1).sqrt(); const minCentroid = dist.argMin().arraySync(); return minCentroid; } + /** + * Assing `value` to a cluster. + * @param {array || object} value + */ classify(value) { // input must be array or object const valueTensor = tf.tensor1d(Object.values(value)); const minCentroid = this.closestCentroid(valueTensor); return minCentroid; } - + + /** + * Recenter each centroid. + */ recenterCentroids() { // store previous run's centroids for convergence this.centroidsOld = this.centroids; @@ -121,17 +154,21 @@ class KMeans { })) } - static getEuclidianDistance(arr1, arr2) { + /** + * Calculate the Euclidian distance between two tensors. + * @param {tf.tensor} tensor1 + * @param {tf.tensor} tensor2 + */ + static getEuclidianDistance(tensor1, tensor2) { // calculate euclidian distance between two arrays const distTensor = tf.tidy(() => { - const distance = tf.squaredDifference(arr1, arr2).sum().sqrt(); + const distance = tf.squaredDifference(tensor1, tensor2).sum().sqrt(); return distance.dataSync() }) return distTensor[0]; } - } const kmeans = (dataset, options, callback) => new KMeans(dataset, options, callback); -export default kmeans; \ No newline at end of file +export default kmeans; diff --git a/src/utils/random.js b/src/utils/random.js index 70823e3e9..38aad48d8 100644 --- a/src/utils/random.js +++ b/src/utils/random.js @@ -37,7 +37,7 @@ const randomGaussian = (mean = 0, sd = 1) => { return (y1 * sd) + mean; }; -// Returns a random sample (either with or without replacement) from an array +// Returns a random sample (either with or without replacement) of size k from an array const randomSample = (arr, k, withReplacement = false) => { let sample; if (withReplacement === true) { // sample with replacement From 944985c045f8b5d0e5caa51a55bf6ec6cd18a607 Mon Sep 17 00:00:00 2001 From: Jared Wilber Date: Fri, 2 Aug 2019 18:11:01 -0700 Subject: [PATCH 024/108] re-ordered name placement --- src/index.js | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/index.js b/src/index.js index fc3723ad3..fb82debc9 100644 --- a/src/index.js +++ b/src/index.js @@ -29,11 +29,11 @@ import kmeans from './KMeans'; const withPreload = { charRNN, - kmeans, CVAE, DCGAN, featureExtractor, imageClassifier, + kmeans, soundClassifier, pitchDetection, pix2pix, From 9d481713a89069d739fdae2f499732f349ecb013 Mon Sep 17 00:00:00 2001 From: Jared Wilber Date: Fri, 2 Aug 2019 18:11:27 -0700 Subject: [PATCH 025/108] fixed weird indentation error --- src/KMeans/index.js | 58 ++++++++++++++++++++++----------------------- 1 file changed, 29 insertions(+), 29 deletions(-) diff --git a/src/KMeans/index.js b/src/KMeans/index.js index c9350978d..0be03da01 100644 --- a/src/KMeans/index.js +++ b/src/KMeans/index.js @@ -14,8 +14,8 @@ import { randomSample } from '../utils/random'; const DEFAULTS = { 'k': 3, - 'maxIter': 5, - 'threshold': 0.5, + 'maxIter': 5, + 'threshold': 0.5, }; /** @@ -23,9 +23,9 @@ const DEFAULTS = { * @param {string} path */ async function readCsv(path) { - const myCsv = tf.data.csv(path); - const loadedData = await myCsv.toArray(); - return loadedData; + const myCsv = tf.data.csv(path); + const loadedData = await myCsv.toArray(); + return loadedData; } /** @@ -34,16 +34,16 @@ async function readCsv(path) { * @param {string || array || object} inputData */ async function loadDataset(inputData) { - let data; - if (typeof inputData === 'string') { - data = await readCsv(inputData); - } else { - data = inputData; - } - const dataFlat = data.map((d) => { - return Object.values(d) - }); - return dataFlat; + let data; + if (typeof inputData === 'string') { + data = await readCsv(inputData); + } else { + data = inputData; + } + const dataFlat = data.map((d) => { + return Object.values(d) + }); + return dataFlat; } @@ -59,11 +59,11 @@ class KMeans { * the model has loaded. If no callback is provided, it will return a * promise that will be resolved once the model has loaded. */ - constructor(dataset, options, callback) { + constructor(dataset, options, callback) { this.k = options.k; this.maxIter = options.maxIter || DEFAULTS.maxIter; this.threshold = options.threshold || DEFAULTS.threshold; - this.ready = callCallback(this.load(dataset), callback); + this.ready = callCallback(this.load(dataset), callback); } /** @@ -71,15 +71,15 @@ class KMeans { * @param {string || array || object} dataset */ async load(dataset) { - this.dataset = await loadDataset(dataset); - this.dataTensor = tf.tensor2d(this.dataset); - this.dataset.forEach(d => { - const tensors = tf.tensor1d(Object.values(d)); - d.tensor = tensors; - }); - this.centroids = tf.tensor2d(randomSample(this.dataset, this.k, false)); - this.fit(); - return this; + this.dataset = await loadDataset(dataset); + this.dataTensor = tf.tensor2d(this.dataset); + this.dataset.forEach(d => { + const tensors = tf.tensor1d(Object.values(d)); + d.tensor = tensors; + }); + this.centroids = tf.tensor2d(randomSample(this.dataset, this.k, false)); + this.fit(); + return this; } /** @@ -115,7 +115,7 @@ class KMeans { * @param {string || array || object} inputData */ closestCentroid(dataTensor) { - const dist = this.centroids.squaredDifference(dataTensor).sum(1).sqrt(); + const dist = this.centroids.squaredDifference(dataTensor).sum(1).sqrt(); const minCentroid = dist.argMin().arraySync(); return minCentroid; } @@ -125,8 +125,8 @@ class KMeans { * @param {array || object} value */ classify(value) { - // input must be array or object - const valueTensor = tf.tensor1d(Object.values(value)); + // input must be array or object + const valueTensor = tf.tensor1d(Object.values(value)); const minCentroid = this.closestCentroid(valueTensor); return minCentroid; } From f990123e2399456efb45aa7c086f68763c54c511 Mon Sep 17 00:00:00 2001 From: Jared Wilber Date: Fri, 2 Aug 2019 18:13:33 -0700 Subject: [PATCH 026/108] indentation --- src/KMeans/index.js | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/src/KMeans/index.js b/src/KMeans/index.js index 0be03da01..e5e6a7f22 100644 --- a/src/KMeans/index.js +++ b/src/KMeans/index.js @@ -19,9 +19,9 @@ const DEFAULTS = { }; /** - * Read in a csv file from a path to its location. - * @param {string} path - */ +* Read in a csv file from a path to its location. +* @param {string} path +*/ async function readCsv(path) { const myCsv = tf.data.csv(path); const loadedData = await myCsv.toArray(); @@ -29,10 +29,10 @@ async function readCsv(path) { } /** - * Load and flatten an array of arrays, an array of objects, or a string - * path to a csv. - * @param {string || array || object} inputData - */ +* Load and flatten an array of arrays, an array of objects, or a string +* path to a csv. +* @param {string || array || object} inputData +*/ async function loadDataset(inputData) { let data; if (typeof inputData === 'string') { From be3317d1209a6c746adb0015bbaed22f817a7c57 Mon Sep 17 00:00:00 2001 From: Jared Wilber Date: Fri, 2 Aug 2019 18:28:12 -0700 Subject: [PATCH 027/108] removed optional keyword in docstring --- src/KMeans/index.js | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/KMeans/index.js b/src/KMeans/index.js index e5e6a7f22..e623fccdc 100644 --- a/src/KMeans/index.js +++ b/src/KMeans/index.js @@ -51,7 +51,7 @@ class KMeans { /** * Create a K-Means. * @param {String || array || object} dataset - The dataset to cluster. - * @param {options} options - Optional. An object describing a model's parameters: + * @param {options} options - An object describing a model's parameters: * - k: number of clusters * - maxIter: Max number of iterations to try before forcing convergence. * - threshold: Threshold for updated centriod distance before declaring convergence. @@ -60,7 +60,7 @@ class KMeans { * promise that will be resolved once the model has loaded. */ constructor(dataset, options, callback) { - this.k = options.k; + this.k = options.k || DEFAULTS.k; this.maxIter = options.maxIter || DEFAULTS.maxIter; this.threshold = options.threshold || DEFAULTS.threshold; this.ready = callCallback(this.load(dataset), callback); From 22edfe6c7dac3ff0f4c1634d4ef0c207bdfaaff5 Mon Sep 17 00:00:00 2001 From: Joey Lee Date: Tue, 6 Aug 2019 09:48:15 -0400 Subject: [PATCH 028/108] updates issue and pull request templates (#530) --- .github/ISSUE_TEMPLATE.md | 57 ++++++++++++++++++++------- .github/PULL_REQUEST_TEMPLATE.md | 66 +++++++++++++++++++++++--------- 2 files changed, 92 insertions(+), 31 deletions(-) diff --git a/.github/ISSUE_TEMPLATE.md b/.github/ISSUE_TEMPLATE.md index 5ffb6cc03..428415781 100644 --- a/.github/ISSUE_TEMPLATE.md +++ b/.github/ISSUE_TEMPLATE.md @@ -1,23 +1,54 @@ -## β†’ Description πŸ“ - -A clear and concise description of what the issue is about. Let us know if you: + -- found a bug πŸ› -- want to suggest an update πŸ’‘ -- have an idea for a new feature πŸ†• +## β†’ Description πŸ“ + ## β†’ Screenshots πŸ–Ό -(Any relevant screenshots, sketches, or helpful concept diagrams) + + +## β†’ Helpful Information πŸ¦„ + + + -A list of relevant information for this issue. This will help people navigate the project and offer some clues of where to start. Depending on the nature of this issue, important and helpful information might include: -- **Web browser and version** (e.g. Firefox version 65, Chrome version 71.0) -- **Operating System** (e.g. MacOS, Windows, Ubuntu) -- Steps to reproduce the issue -- ml5 version you're using -- Links to example code in the [p5 web editor](https://editor.p5js.org) or other online shareable code editor diff --git a/.github/PULL_REQUEST_TEMPLATE.md b/.github/PULL_REQUEST_TEMPLATE.md index 45766b101..c75023f11 100644 --- a/.github/PULL_REQUEST_TEMPLATE.md +++ b/.github/PULL_REQUEST_TEMPLATE.md @@ -1,31 +1,61 @@ - -## β†’ Submit changes to the relevant branch 🌲 - -We have 2 branches you can submit to, **development** or **release**. You'd make us so happy 😊 if you submitted your pull request to the branch that is most relevant for your submission. - -- for pull requests related to **new features** πŸ†• make sure to use the **development** branch -- for pull requests related to bug πŸ›fixes of the existing stable release, make sure your pull request goes to the **release** branch. - - + + + +## β†’ Which branch are you submitting to? 🌲 +> Developement or Release? + + + +## β†’ Describe your Pull Request πŸ“ +> Fixing a Bug? Adding an Update? Submitting a New Feature? + -A clear and concise description of what the pull request is about. Let us know if you are: -- fixing a bug πŸ› -- adding an update πŸ›  -- submitting a new feature πŸ†• +## β†’ Screenshots or Relevant Documentation πŸ–Ό + -## β†’ Relevant Example or Paired Pull Request to [ml5-examples](https://github.com/ml5js/ml5-examples) πŸ¦„ -In order to help the ml5 team understand your pull request, we ask that you please submit an example to [ml5-examples](https://github.com/ml5js/ml5-examples) showcasing how your integrated feature works. You're also welcome to show how this works by providing code that can be easily run by others. +## β†’ Share a Relevant Example or Paired Pull Request to [ml5-examples](https://github.com/ml5js/ml5-examples) πŸ¦„ + -## β†’ Relevant documentation 🌴 -Write a few notes about your pull request. Document any functionality that might be helpful for others who want to run and test your changes. If we don't know how to make use of your contribution, we won't be able t integrate it! πŸ™ From 38af1700b5a926366f8cb19e93305781378e2be7 Mon Sep 17 00:00:00 2001 From: Jared Wilber Date: Tue, 6 Aug 2019 11:27:01 -0700 Subject: [PATCH 029/108] Created config class attribute to store instance params --- src/KMeans/index.js | 12 +++++++----- 1 file changed, 7 insertions(+), 5 deletions(-) diff --git a/src/KMeans/index.js b/src/KMeans/index.js index e623fccdc..432dfc598 100644 --- a/src/KMeans/index.js +++ b/src/KMeans/index.js @@ -60,9 +60,11 @@ class KMeans { * promise that will be resolved once the model has loaded. */ constructor(dataset, options, callback) { - this.k = options.k || DEFAULTS.k; - this.maxIter = options.maxIter || DEFAULTS.maxIter; - this.threshold = options.threshold || DEFAULTS.threshold; + this.config = { + k: options.k || DEFAULTS.k, + maxIter: options.maxIter || DEFAULTS.maxIter, + threshold: options.threshold || DEFAULTS.threshold + }; this.ready = callCallback(this.load(dataset), callback); } @@ -77,7 +79,7 @@ class KMeans { const tensors = tf.tensor1d(Object.values(d)); d.tensor = tensors; }); - this.centroids = tf.tensor2d(randomSample(this.dataset, this.k, false)); + this.centroids = tf.tensor2d(randomSample(this.dataset, this.config.k, false)); this.fit(); return this; } @@ -90,7 +92,7 @@ class KMeans { this.recenterCentroids(); let centroidDistance = KMeans.getEuclidianDistance(this.centroids, this.centroidsOld); let iteration = 0; - while(centroidDistance > this.threshold && iteration < this.maxIter) { + while(centroidDistance > this.config.threshold && iteration < this.congif.maxIter) { this.getClosestCentroids(); this.recenterCentroids(); centroidDistance = KMeans.getEuclidianDistance(this.centroids, this.centroidsOld); From e967c7f79c32dbed7cbad6c656d30d8635e8a8ff Mon Sep 17 00:00:00 2001 From: Joey Lee Date: Wed, 7 Aug 2019 17:05:30 -0400 Subject: [PATCH 030/108] Adds release script helper (#534) * adds release helper function * update name and sep step for release:push * add release:publish --- README.md | 27 ++++++++++++------ package-lock.json | 2 +- package.json | 7 +++-- scripts/release.js | 71 ++++++++++++++++++++++++++++++++++++++++++++++ 4 files changed, 95 insertions(+), 12 deletions(-) create mode 100644 scripts/release.js diff --git a/README.md b/README.md index 768a9c896..34b6a8f02 100644 --- a/README.md +++ b/README.md @@ -21,6 +21,8 @@ ml5.js is heavily inspired by [Processing](https://processing.org/) and [p5.js]( There are several ways you can use the ml5.js library: +

+ * You can use the latest version (0.3.1) by adding it to the head section of your HTML document: **v0.3.1** @@ -28,23 +30,30 @@ There are several ways you can use the ml5.js library: ``` +

+ + + * If you need to use an earlier version for any reason, you can change the version number. +

+ **v0.3.0** -```javascript - -``` + + + **v0.2.3** -```javascript - -``` + + + **v0.1.3** -```javascript - -``` + + + +

* You can also reference "latest", but we do not recommend this as your code may break as we update ml5. diff --git a/package-lock.json b/package-lock.json index 00720002c..88021940a 100644 --- a/package-lock.json +++ b/package-lock.json @@ -1,6 +1,6 @@ { "name": "ml5", - "version": "0.3.1", + "version": "0.3.2", "lockfileVersion": 1, "requires": true, "dependencies": { diff --git a/package.json b/package.json index f05ace7e1..4ba3be0bf 100644 --- a/package.json +++ b/package.json @@ -15,7 +15,10 @@ "build": "webpack --config webpack.prod.babel.js", "test": "./node_modules/karma/bin/karma start karma.conf.js ", "test:single": "./node_modules/karma/bin/karma start karma.conf.js --single-run", - "test-travis": "./scripts/test-travis.sh" + "test-travis": "./scripts/test-travis.sh", + "release:new": "node ./scripts/release.js && npm run release:push", + "release:push": "npm install && npm run build && git checkout -b v$npm_package_version && git add . && git commit -m 'bumps version' && git push origin v$npm_package_version", + "release:publish": "npm install && npm run build && npm publish" }, "repository": { "type": "git", @@ -98,4 +101,4 @@ "events": "^3.0.0", "face-api.js": "^0.20.0" } -} +} \ No newline at end of file diff --git a/scripts/release.js b/scripts/release.js new file mode 100644 index 000000000..89d0e3f55 --- /dev/null +++ b/scripts/release.js @@ -0,0 +1,71 @@ +/** + * Usage: + * terminal: + * version=0.3.2 npm run release + */ +const fs = require('fs'); +const newVersionNumber = process.env.version; +let oldVersionNumber; + +let packageJson = fs.readFileSync('./package.json'); +packageJson = JSON.parse(packageJson); + +oldVersionNumber = packageJson.version.slice(0,); + +let readme = fs.readFileSync('./README.md', 'utf8'); + + + + +if(newVersionNumber === undefined){ + console.log('version number required!') + process.exit(22); +} + +function updatePackageNumber(){ + console.log(`setting version number from: ${oldVersionNumber} ==> to: ${newVersionNumber}`) + packageJson.version = newVersionNumber; + + fs.writeFileSync('./package.json', JSON.stringify(packageJson, null, 2)); +} + + +function updateReadme(){ + let newReadme = readme.slice(0,); + + const newVersionString = ` + +

+ +* You can use the latest version (${newVersionNumber}) by adding it to the head section of your HTML document: + +**v${newVersionNumber}** + + + +

+ ` + + const legacyVersionString = ` + +

+ +**v${oldVersionNumber}** + + + ` + + // add the new latest version in + newReadme = newReadme.replace(/

([\s\S]*)<\/p data-id="latest-version">/g, newVersionString); + // add the last version to the legacy section + newReadme = newReadme.replace(/

/g, legacyVersionString); + + fs.writeFileSync('./README.md', newReadme); +} + +updatePackageNumber() +updateReadme() + + +console.log('finished!') + From 00aa6b3d4dd6e8c3c75f55a13a421ee2f3aa7e5b Mon Sep 17 00:00:00 2001 From: Joey Lee Date: Wed, 7 Aug 2019 17:18:37 -0400 Subject: [PATCH 031/108] Adds release script helper (#535) * adds release helper function * update name and sep step for release:push * add release:publish * adds tagging to release:publish --- package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/package.json b/package.json index 4ba3be0bf..61dc3e062 100644 --- a/package.json +++ b/package.json @@ -18,7 +18,7 @@ "test-travis": "./scripts/test-travis.sh", "release:new": "node ./scripts/release.js && npm run release:push", "release:push": "npm install && npm run build && git checkout -b v$npm_package_version && git add . && git commit -m 'bumps version' && git push origin v$npm_package_version", - "release:publish": "npm install && npm run build && npm publish" + "release:publish": "npm install && npm run build && git tag v$npm_package_version && git push --tags && npm publish" }, "repository": { "type": "git", From c88d928bbc51adc9282a178853d534270ddf16b6 Mon Sep 17 00:00:00 2001 From: joeyklee Date: Thu, 8 Aug 2019 14:03:19 -0400 Subject: [PATCH 032/108] fixes typo --- src/KMeans/index.js | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/KMeans/index.js b/src/KMeans/index.js index 432dfc598..d450828d1 100644 --- a/src/KMeans/index.js +++ b/src/KMeans/index.js @@ -92,7 +92,7 @@ class KMeans { this.recenterCentroids(); let centroidDistance = KMeans.getEuclidianDistance(this.centroids, this.centroidsOld); let iteration = 0; - while(centroidDistance > this.config.threshold && iteration < this.congif.maxIter) { + while(centroidDistance > this.config.threshold && iteration < this.config.maxIter) { this.getClosestCentroids(); this.recenterCentroids(); centroidDistance = KMeans.getEuclidianDistance(this.centroids, this.centroidsOld); From 5fafc568ea02721bfc8d794bff0fa1f83ed9d6f0 Mon Sep 17 00:00:00 2001 From: Joey Lee Date: Thu, 8 Aug 2019 15:35:00 -0400 Subject: [PATCH 033/108] added test to kmeans (#536) --- src/KMeans/index_test.js | 53 ++++++++++++++++++++++++++++++++++++++++ 1 file changed, 53 insertions(+) create mode 100644 src/KMeans/index_test.js diff --git a/src/KMeans/index_test.js b/src/KMeans/index_test.js new file mode 100644 index 000000000..c90cb960c --- /dev/null +++ b/src/KMeans/index_test.js @@ -0,0 +1,53 @@ +// Copyright (c) 2019 ml5 +// +// This software is released under the MIT License. +// https://opensource.org/licenses/MIT + +const { + kmeans +} = ml5; + +const KMEANS_DEFAULTS = { + 'k': 2, + 'maxIter': 5, + 'threshold': 0.5, +}; + +describe('kMeans', () => { + let kmeansModel; + const dataurl = 'https://raw.githubusercontent.com/ml5js/ml5-examples/development/d3/KMeans/KMeans_GaussianClusterDemo/data/gaussian2d_2clusters.csv' + beforeEach(async () => { + jasmine.DEFAULT_TIMEOUT_INTERVAL = 10000; + kmeansModel = await kmeans(dataurl, KMEANS_DEFAULTS, (err, result) => { + return; + }); + await kmeansModel.load(dataurl) + }); + + + it('Should create kmeans with all the defaults', async () => { + expect(kmeansModel.config.k).toBe(KMEANS_DEFAULTS.k); + expect(kmeansModel.config.maxIter).toBe(KMEANS_DEFAULTS.maxIter); + expect(kmeansModel.config.threshold).toBe(KMEANS_DEFAULTS.threshold); + }); + + it('kmeans dataset gaussian 2d: Should have length 200', async () => { + // await kmeansModel.load(dataurl) + expect(kmeansModel.dataset.length).toBe(200); + }); + + it('kmeans dataset gaussian 2d: Should have 2 unique centroids', async () => { + // await kmeansModel.load(dataurl) + const centroids = kmeansModel.dataset.map(val => val.centroid); + const unique = [...new Set(centroids)].length + expect(unique).toBe(2); + }); + + + + + + + + +}); \ No newline at end of file From 0106a216083af48f3b057af45b41af358ed503b9 Mon Sep 17 00:00:00 2001 From: "allcontributors[bot]" <46447321+allcontributors[bot]@users.noreply.github.com> Date: Fri, 9 Aug 2019 09:01:27 -0400 Subject: [PATCH 034/108] docs: add jwilber as a contributor (#537) * docs: update README.md * docs: update .all-contributorsrc --- .all-contributorsrc | 11 +++++++ README.md | 77 +++++++++++++++++++++++++++++++++++++++++++-- 2 files changed, 86 insertions(+), 2 deletions(-) diff --git a/.all-contributorsrc b/.all-contributorsrc index 512e8e090..804181a1e 100644 --- a/.all-contributorsrc +++ b/.all-contributorsrc @@ -596,6 +596,17 @@ "contributions": [ "bug" ] + }, + { + "login": "jwilber", + "name": "Jared Wilber", + "avatar_url": "https://avatars2.githubusercontent.com/u/8595819?v=4", + "profile": "https://www.jwilber.me/", + "contributions": [ + "example", + "ideas", + "code" + ] } ], "contributorsPerLine": 7, diff --git a/README.md b/README.md index 34b6a8f02..d88c31fd4 100644 --- a/README.md +++ b/README.md @@ -1,5 +1,5 @@ # ![ml5](https://user-images.githubusercontent.com/10605821/41332516-2ee26714-6eac-11e8-83e4-a40b8761e764.png) -[![All Contributors](https://img.shields.io/badge/all_contributors-55-orange.svg?style=flat-square)](#contributors) +[![All Contributors](https://img.shields.io/badge/all_contributors-56-orange.svg?style=flat-square)](#contributors) [![BrowserStack Status](https://www.browserstack.com/automate/badge.svg?badge_key=QVNDdlkvMzNYSmhRRWlweXlIOTBENkd0MDBCOUJlbmFVZFRneFIzNlh4az0tLXA4S0loSGNlVUc2V2I3cVdLdXBKdGc9PQ==--8a5e5bfd3eafbba0702c02ec57ffec9d627a78ef)](https://www.browserstack.com/automate/public-build/QVNDdlkvMzNYSmhRRWlweXlIOTBENkd0MDBCOUJlbmFVZFRneFIzNlh4az0tLXA4S0loSGNlVUc2V2I3cVdLdXBKdGc9PQ==--8a5e5bfd3eafbba0702c02ec57ffec9d627a78ef)[![Version](https://img.shields.io/npm/v/ml5.svg?style=flat-square)](https://www.npmjs.com/package/ml5) @@ -95,7 +95,80 @@ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/d -
Daniel Shiffman
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Jared Wilber

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From 4f4b3b3931551fdf904a8cc632682ef1de2b0235 Mon Sep 17 00:00:00 2001 From: "allcontributors[bot]" <46447321+allcontributors[bot]@users.noreply.github.com> Date: Fri, 9 Aug 2019 09:12:35 -0400 Subject: [PATCH 035/108] docs: add tezzutezzu as a contributor (#538) * docs: update README.md * docs: update .all-contributorsrc --- .all-contributorsrc | 10 ++++++++++ README.md | 5 ++++- 2 files changed, 14 insertions(+), 1 deletion(-) diff --git a/.all-contributorsrc b/.all-contributorsrc index 804181a1e..630a383f8 100644 --- a/.all-contributorsrc +++ b/.all-contributorsrc @@ -607,6 +607,16 @@ "ideas", "code" ] + }, + { + "login": "tezzutezzu", + "name": "danilo", + "avatar_url": "https://avatars2.githubusercontent.com/u/135866?v=4", + "profile": "https://github.com/tezzutezzu", + "contributions": [ + "code", + "ideas" + ] } ], "contributorsPerLine": 7, diff --git a/README.md b/README.md index d88c31fd4..ee3fd0666 100644 --- a/README.md +++ b/README.md @@ -1,5 +1,5 @@ # ![ml5](https://user-images.githubusercontent.com/10605821/41332516-2ee26714-6eac-11e8-83e4-a40b8761e764.png) -[![All Contributors](https://img.shields.io/badge/all_contributors-56-orange.svg?style=flat-square)](#contributors) +[![All Contributors](https://img.shields.io/badge/all_contributors-57-orange.svg?style=flat-square)](#contributors) [![BrowserStack Status](https://www.browserstack.com/automate/badge.svg?badge_key=QVNDdlkvMzNYSmhRRWlweXlIOTBENkd0MDBCOUJlbmFVZFRneFIzNlh4az0tLXA4S0loSGNlVUc2V2I3cVdLdXBKdGc9PQ==--8a5e5bfd3eafbba0702c02ec57ffec9d627a78ef)](https://www.browserstack.com/automate/public-build/QVNDdlkvMzNYSmhRRWlweXlIOTBENkd0MDBCOUJlbmFVZFRneFIzNlh4az0tLXA4S0loSGNlVUc2V2I3cVdLdXBKdGc9PQ==--8a5e5bfd3eafbba0702c02ec57ffec9d627a78ef)[![Version](https://img.shields.io/npm/v/ml5.svg?style=flat-square)](https://www.npmjs.com/package/ml5) @@ -168,6 +168,9 @@ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/d Sblob1
Sblob1

πŸ› Jared Wilber
Jared Wilber

πŸ’‘ πŸ€” πŸ’» + + danilo
danilo

πŸ’» πŸ€” + From 2630f00a6f826c6d4389a9a11e90b6996b0307ac Mon Sep 17 00:00:00 2001 From: Joey Lee Date: Fri, 9 Aug 2019 12:12:21 -0400 Subject: [PATCH 036/108] Update Contributing and Github docs (#539) * updated issue template: * update PR template * added new release how to --- .github/ISSUE_TEMPLATE.md | 87 ++++++++++++------------ .github/PULL_REQUEST_TEMPLATE.md | 110 +++++++++++++++++++------------ CONTRIBUTING.md | 76 +++++++++++++++++++++ 3 files changed, 189 insertions(+), 84 deletions(-) diff --git a/.github/ISSUE_TEMPLATE.md b/.github/ISSUE_TEMPLATE.md index 428415781..4e23fc6da 100644 --- a/.github/ISSUE_TEMPLATE.md +++ b/.github/ISSUE_TEMPLATE.md @@ -1,54 +1,59 @@ - + + + + + ## β†’ Description πŸ“ - +> I am submitting am issue about... + + + ## β†’ Screenshots πŸ–Ό - +> Here are some helpful screenshots to illustrate the issue... -## β†’ Helpful Information πŸ¦„ - + + +## β†’ Helpful Information πŸ¦„ +> Here's some helpful information about my setup... diff --git a/.github/PULL_REQUEST_TEMPLATE.md b/.github/PULL_REQUEST_TEMPLATE.md index c75023f11..010dfbda9 100644 --- a/.github/PULL_REQUEST_TEMPLATE.md +++ b/.github/PULL_REQUEST_TEMPLATE.md @@ -1,59 +1,83 @@ - + + + + + ## β†’ Which branch are you submitting to? 🌲 -> Developement or Release? - +> Development or Release? + + + + ## β†’ Describe your Pull Request πŸ“ -> Fixing a Bug? Adding an Update? Submitting a New Feature? - +> Fixing a Bug? Adding an Update? Submitting a New Feature? Does it introduce a breaking change? + + + +## β†’ Share a Relevant Example πŸ¦„ +> Here's some example code or a link to another PR in ml5-examples... + + + + + + ## β†’ Screenshots or Relevant Documentation πŸ–Ό - +> Here's some helpful screenshots and/or documentation + -## β†’ Share a Relevant Example or Paired Pull Request to [ml5-examples](https://github.com/ml5js/ml5-examples) πŸ¦„ - diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index eaa224630..555e7664b 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -253,6 +253,82 @@ We’re still rolling out all of our unit tests, but if you want to contribute t This last one is case sensitive! + +## Making Releases (For the ml5 core team) + +Work in progress - we are working on making a few scripts to make it easier to make releases and deployments. For now, to address the long-winded process noted in https://github.com/ml5js/ml5-library/issues/387, we are experimenting with some devOps scripts. + +In the instance you're ready to make a new release from `development` to `release`: + +Steps: + +1. `npm run release:new` + + ``` + version=0.3.2 npm run release:new + ``` + +2. Go to Github and wait for tests to pass, then `squash and merge` the newly created `v0.3.2` branch to `development` +3. Go back to your terminal: + + ``` + git checkout development + git fetch + git pull + ``` + +4. Now go back to github and make a PR from `development` to `release`, wait for tests to pass, then `squash and merge` `development` into `release` +5. Go back to your terminal: + + ``` + git checkout release + git fetch + git pull + ``` + +6. Now run our special publish script: + + ``` + npm run release:publish + ``` + +7. Enter your multi-factor auth when prompted where it says `OTP` (one time password): `your OTP code` +8. Your new npm version should be released! + +Now what is important is that you: + +1. go to Github and document that new release with `release notes`. +2. go to `ml5-examples` and make sure you have the latest development branch stuff: + + ``` + git checkout development + git fetch + git pull + ``` + +3. then make a new branch for deployment e.g. `new-release-v0.3.2` and update the ml5 references on all examples: + + ``` + git checkout -b new-release-v0.3.2 + npm run update-ml5 0.3.2 + git add . + git commit -m "update examples to v0.3.2" + ``` + +4. Fix any merge conflicts if necessary + + ``` + git push origin new-release-v0.3.2 + git tag v0.3.2 + git push --tags + ``` + +5. Merge `new-release-v0.3.2` with `release` +6. Add release notes to the latest release +7. Merge `release` with `master` (for the github pages & website) + + + ## Additional Resources - [How to Contribute to an Open Source Project on GitHub](https://egghead.io/courses/how-to-contribute-to-an-open-source-project-on-github) From ac0d64c941f3d2a80d503413f067418086266658 Mon Sep 17 00:00:00 2001 From: "allcontributors[bot]" <46447321+allcontributors[bot]@users.noreply.github.com> Date: Wed, 14 Aug 2019 13:03:10 -0400 Subject: [PATCH 037/108] docs: add EmmaGoodliffe as a contributor (#545) * docs: update README.md * docs: update .all-contributorsrc --- .all-contributorsrc | 9 +++++++++ README.md | 3 ++- 2 files changed, 11 insertions(+), 1 deletion(-) diff --git a/.all-contributorsrc b/.all-contributorsrc index 630a383f8..cc17db2cd 100644 --- a/.all-contributorsrc +++ b/.all-contributorsrc @@ -617,6 +617,15 @@ "code", "ideas" ] + }, + { + "login": "EmmaGoodliffe", + "name": "Emma Goodliffe", + "avatar_url": "https://avatars1.githubusercontent.com/u/32788926?v=4", + "profile": "https://github.com/EmmaGoodliffe", + "contributions": [ + "ideas" + ] } ], "contributorsPerLine": 7, diff --git a/README.md b/README.md index ee3fd0666..c604df42a 100644 --- a/README.md +++ b/README.md @@ -1,5 +1,5 @@ # ![ml5](https://user-images.githubusercontent.com/10605821/41332516-2ee26714-6eac-11e8-83e4-a40b8761e764.png) -[![All Contributors](https://img.shields.io/badge/all_contributors-57-orange.svg?style=flat-square)](#contributors) +[![All Contributors](https://img.shields.io/badge/all_contributors-58-orange.svg?style=flat-square)](#contributors) [![BrowserStack Status](https://www.browserstack.com/automate/badge.svg?badge_key=QVNDdlkvMzNYSmhRRWlweXlIOTBENkd0MDBCOUJlbmFVZFRneFIzNlh4az0tLXA4S0loSGNlVUc2V2I3cVdLdXBKdGc9PQ==--8a5e5bfd3eafbba0702c02ec57ffec9d627a78ef)](https://www.browserstack.com/automate/public-build/QVNDdlkvMzNYSmhRRWlweXlIOTBENkd0MDBCOUJlbmFVZFRneFIzNlh4az0tLXA4S0loSGNlVUc2V2I3cVdLdXBKdGc9PQ==--8a5e5bfd3eafbba0702c02ec57ffec9d627a78ef)[![Version](https://img.shields.io/npm/v/ml5.svg?style=flat-square)](https://www.npmjs.com/package/ml5) @@ -170,6 +170,7 @@ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/d danilo
danilo

πŸ’» πŸ€” + Emma Goodliffe
Emma Goodliffe

πŸ€” From 4e63dc2bb0a02e6dca79fe03a79c0b3621b513a2 Mon Sep 17 00:00:00 2001 From: Joey Lee Date: Mon, 26 Aug 2019 13:39:45 -0400 Subject: [PATCH 038/108] Update tfjs ~v1.2.2 (#544) * updated tfjs to 1.2.2 and bumped face-api to 0.20.1 * bump tensorflow models * bump body-pix version * adds version 2 to feature extractor * updated to mobilenetv2 api * updates to posenet 2 api * always process and resize images in mobilenet * update test with version 2 * update posenet inputs and test * fix issue with params in posenet --- package-lock.json | 141 ++++++++++++++---------------- package.json | 16 ++-- src/FeatureExtractor/Mobilenet.js | 8 +- src/ImageClassifier/index.js | 14 +-- src/ImageClassifier/index_test.js | 2 +- src/PoseNet/index.js | 43 ++++++++- src/PoseNet/index_test.js | 14 ++- 7 files changed, 140 insertions(+), 98 deletions(-) diff --git a/package-lock.json b/package-lock.json index 88021940a..7dc9c4f4c 100644 --- a/package-lock.json +++ b/package-lock.json @@ -1,6 +1,6 @@ { "name": "ml5", - "version": "0.3.2", + "version": "0.3.1", "lockfileVersion": 1, "requires": true, "dependencies": { @@ -320,51 +320,52 @@ "dev": true }, "@tensorflow-models/body-pix": { - "version": "1.0.1", - "resolved": "https://registry.npmjs.org/@tensorflow-models/body-pix/-/body-pix-1.0.1.tgz", - "integrity": "sha512-s63eE+ns6ArGZ6MiX7t95yzUPUxdUkEUFwG8jWkhAlDSANiqFFM1rmNcIp2iF2ldojftFRr2y7vwHGocFYrDdQ==" + "version": "1.1.2", + "resolved": "https://registry.npmjs.org/@tensorflow-models/body-pix/-/body-pix-1.1.2.tgz", + "integrity": "sha512-moCCTlP77v20HMg1e/Hs1LehCDLAKS32e6OUeI1MA/4HrRRO1Dq9engVCLFZUMO2+mJXdQeBdzexcFg0WQox7w==" }, "@tensorflow-models/knn-classifier": { - "version": "1.0.0", - "resolved": "https://registry.npmjs.org/@tensorflow-models/knn-classifier/-/knn-classifier-1.0.0.tgz", - "integrity": "sha512-J0mHZ982/Y0XyoFZvxZQ9/KnRQIng2RunQkUFFi2u4q/58VykptcAcUwsrKj6JlgQbakR0oBmcz9M4PFHKmmNA==" + "version": "1.2.1", + "resolved": "https://registry.npmjs.org/@tensorflow-models/knn-classifier/-/knn-classifier-1.2.1.tgz", + "integrity": "sha512-goiJ7l0jqXBC+Xpzt6w1uH+qkgYtR7LqOwTC7NY6qzKyylC/cFXSOyCmZl2s+xE4RxSjlR8lHvtpVlWpJ52daw==" }, "@tensorflow-models/mobilenet": { - "version": "1.0.0", - "resolved": "https://registry.npmjs.org/@tensorflow-models/mobilenet/-/mobilenet-1.0.0.tgz", - "integrity": "sha512-NIi4wMIDi9d+zpB0DYlepQQD4qsh16Gxv8OtQg1bBMO8g+SX9c2st4EiiJJGQhTI1GXmtZgKhOHIXnsLqUlgow==" + "version": "2.0.3", + "resolved": "https://registry.npmjs.org/@tensorflow-models/mobilenet/-/mobilenet-2.0.3.tgz", + "integrity": "sha512-gvj7qk1222eo0clUUJODDGLIe0RXIPuLT3VpO0krRfAjMa9MA/7bDLHUQCx7nZ8baIdvWrquTZFpNJfs36Gyfg==" }, "@tensorflow-models/posenet": { - "version": "1.0.0", - "resolved": "https://registry.npmjs.org/@tensorflow-models/posenet/-/posenet-1.0.0.tgz", - "integrity": "sha512-uq/evoEMn3rD4J+yYIEp9S62bXn7mbMTEpSnnBz+rCEuzEEQkwNJByy99+K+OZfFPP71OtIkngDvrBhZxRe0OQ==" + "version": "2.1.3", + "resolved": "https://registry.npmjs.org/@tensorflow-models/posenet/-/posenet-2.1.3.tgz", + "integrity": "sha512-Z6HvkJhLWtXt5BD+1c9iaUGlHjohiPkeRJQpr1hu57opvTmwswwmwwRAKsmM07AVjuUT0D49QordE6zkjIJ3mg==" }, "@tensorflow-models/speech-commands": { - "version": "0.3.8", - "resolved": "https://registry.npmjs.org/@tensorflow-models/speech-commands/-/speech-commands-0.3.8.tgz", - "integrity": "sha512-vuMennUQX4W7sBgo5F6TIFEXAx679qJADA2+d2//z0JODf5xCx038vq339K/cJzEIXGBlprbREFlYQUkojl8jQ==" + "version": "0.3.9", + "resolved": "https://registry.npmjs.org/@tensorflow-models/speech-commands/-/speech-commands-0.3.9.tgz", + "integrity": "sha512-MrMlDEDHkZPKuZawQb1E2Hof1m2ojZrOW1EAVnvZ1Jn+cPmDJz+X3hokYLC3P+UBUq+tAYq1vU0Byt9SbyGWbg==" }, "@tensorflow/tfjs": { - "version": "1.1.2", - "resolved": "https://registry.npmjs.org/@tensorflow/tfjs/-/tfjs-1.1.2.tgz", - "integrity": "sha512-b+ekLNEfMzaBszti6uGcS3pJoPNQuv1hxKEoY9Q3ix52fFJzI86nSvM1lwOcvUZy6DjPFDoyB8MO+dJHqecG5w==", + "version": "1.2.2", + "resolved": "https://registry.npmjs.org/@tensorflow/tfjs/-/tfjs-1.2.2.tgz", + "integrity": "sha512-HfhSzL2eTWhlT0r/A5wmo+u3bHe+an16p5wsnFH3ujn21fQ8QtGpSfDHQZjWx1kVFaQnV6KBG+17MOrRHoHlLA==", "requires": { - "@tensorflow/tfjs-converter": "1.1.2", - "@tensorflow/tfjs-core": "1.1.2", - "@tensorflow/tfjs-data": "1.1.2", - "@tensorflow/tfjs-layers": "1.1.2" + "@tensorflow/tfjs-converter": "1.2.2", + "@tensorflow/tfjs-core": "1.2.2", + "@tensorflow/tfjs-data": "1.2.2", + "@tensorflow/tfjs-layers": "1.2.2" } }, "@tensorflow/tfjs-converter": { - "version": "1.1.2", - "resolved": "https://registry.npmjs.org/@tensorflow/tfjs-converter/-/tfjs-converter-1.1.2.tgz", - "integrity": "sha512-KuLIIJYzmRmtJXcjBH3inQVhTHbABj2TNAVS3ss12hzDiEE/RiRb/LZKo8XV2WczuZXTq+gxep84PWXSH/HQXA==" + "version": "1.2.2", + "resolved": "https://registry.npmjs.org/@tensorflow/tfjs-converter/-/tfjs-converter-1.2.2.tgz", + "integrity": "sha512-NM2NcPRHpCNeJdBxHcYpmW9ZHTQ2lJFJgmgGpQ8CxSC9CtQB05bFONs3SKcwMNDE/69QBRVom5DYqLCVUg+A+g==" }, "@tensorflow/tfjs-core": { - "version": "1.1.2", - "resolved": "https://registry.npmjs.org/@tensorflow/tfjs-core/-/tfjs-core-1.1.2.tgz", - "integrity": "sha512-xCAUIAh14OFnHt+IQUUZIH/P/jH/EWvewL0Ty6q6USUx4YZ+HvKwNw1G7h/gKki4A31BJ0avD04ylBKc75laGg==", + "version": "1.2.2", + "resolved": "https://registry.npmjs.org/@tensorflow/tfjs-core/-/tfjs-core-1.2.2.tgz", + "integrity": "sha512-2hCHMKjh3UNpLEjbAEaurrTGJyj/KpLtMSAraWgHA1vGY0kmk50BBSbgCDmXWUVm7lyh/SkCq4/GrGDZktEs3g==", "requires": { + "@types/offscreencanvas": "~2019.3.0", "@types/seedrandom": "2.4.27", "@types/webgl-ext": "0.0.30", "@types/webgl2": "0.0.4", @@ -381,9 +382,9 @@ } }, "@tensorflow/tfjs-data": { - "version": "1.1.2", - "resolved": "https://registry.npmjs.org/@tensorflow/tfjs-data/-/tfjs-data-1.1.2.tgz", - "integrity": "sha512-K30QdocXd5zn3rpGbRTC4sO42q8tK1SGqDHE2IEkvYzcg0PAU3cEMODGTLjKt0z1Lfy1JKgs0FPcvazqmxpjGA==", + "version": "1.2.2", + "resolved": "https://registry.npmjs.org/@tensorflow/tfjs-data/-/tfjs-data-1.2.2.tgz", + "integrity": "sha512-oHGBoGdnCl2RyouLKplQqo+iil0iJgPbi/aoHizhpO77UBuJXlKMblH8w5GbxVAw3hKxWlqzYpxPo6rVRgehNA==", "requires": { "@types/node-fetch": "^2.1.2", "node-fetch": "~2.1.2" @@ -397,23 +398,28 @@ } }, "@tensorflow/tfjs-layers": { - "version": "1.1.2", - "resolved": "https://registry.npmjs.org/@tensorflow/tfjs-layers/-/tfjs-layers-1.1.2.tgz", - "integrity": "sha512-iP9mJz/79nK+sXBWdxQkeNIqn9p+O/x3g15ntIXpEaLXOGjQEE12iKtLCWgG3qH+FltOVt5hTbAXkj/yDym1Xg==" + "version": "1.2.2", + "resolved": "https://registry.npmjs.org/@tensorflow/tfjs-layers/-/tfjs-layers-1.2.2.tgz", + "integrity": "sha512-yzWZaZrCVpEyTkSrzMe4OOP4aGUfaaROE/zR9fPsPGGF8wLlbLNZUJjeYUmjy3G3pXGaM0mQUbLR5Vd707CVtQ==" }, "@types/node": { - 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"version": "0.20.0", - "resolved": "https://registry.npmjs.org/face-api.js/-/face-api.js-0.20.0.tgz", - "integrity": "sha512-9yDRChHdqT61AI+bGrNz5PJDHZl8+6CD4hoMChlteHAYInZIOEMhM6Wbn+2YcLVW+rUhufhanMQ9JjHV+x3ATg==", + "version": "0.20.1", + "resolved": "https://registry.npmjs.org/face-api.js/-/face-api.js-0.20.1.tgz", + "integrity": "sha512-ROpDlwdhnKphZFLDNEBFjgbQAVQBVIZbk3LjuxcWhIueoaZxz8cYuSYd650GT+v0GN1ZgSSB0W3xkywputhO0Q==", "requires": { - "@tensorflow/tfjs-core": "1.0.3", - "tfjs-image-recognition-base": "^0.6.0", - "tslib": "^1.9.3" + "@tensorflow/tfjs-core": "1.2.2", + "tfjs-image-recognition-base": "^0.6.1", + "tslib": "^1.10.0" }, "dependencies": { - "@tensorflow/tfjs-core": { - "version": "1.0.3", - "resolved": "https://registry.npmjs.org/@tensorflow/tfjs-core/-/tfjs-core-1.0.3.tgz", - "integrity": "sha512-2UbjMQkmrykIIZuoRfmDPrtWm+6fdQRlYLCUJdiOIooeu/q4nye587HM1qKcdZosGPZTW6VvX+4VIVieYn5i0A==", - "requires": { - "@types/seedrandom": "2.4.27", - "@types/webgl-ext": "0.0.30", - "@types/webgl2": "0.0.4", - "seedrandom": "2.4.3" - } + "tslib": { + "version": "1.10.0", + "resolved": "https://registry.npmjs.org/tslib/-/tslib-1.10.0.tgz", + "integrity": "sha512-qOebF53frne81cf0S9B41ByenJ3/IuH8yJKngAX35CmiZySA0khhkovshKK+jGCaMnVomla7gVlIcc3EvKPbTQ==" } } }, @@ -13808,24 +13808,18 @@ "dev": true }, "tfjs-image-recognition-base": { - "version": "0.6.0", - "resolved": "https://registry.npmjs.org/tfjs-image-recognition-base/-/tfjs-image-recognition-base-0.6.0.tgz", - "integrity": "sha512-wFk3ivWjdQwsXgEfU1PdTf3smve2AbCjiwJKrq9lDGmKh75aL8UIy0bVNa15r+8sFaT4vJz/9AKOSI0w78wW0g==", + "version": "0.6.1", + "resolved": "https://registry.npmjs.org/tfjs-image-recognition-base/-/tfjs-image-recognition-base-0.6.1.tgz", + "integrity": "sha512-4ibEGwR2MghHgghqAn6Cg8kbmoB7lxWuANcG3wAsqKSWKRBvJ1iqejUqKwCx7B0UHqxh8XZEl6fdvT4To6o9Cw==", "requires": { - "@tensorflow/tfjs-core": "1.0.3", - "tslib": "^1.9.3" + "@tensorflow/tfjs-core": "^1.2.2", + "tslib": "^1.10.0" }, "dependencies": { - "@tensorflow/tfjs-core": { - "version": "1.0.3", - "resolved": "https://registry.npmjs.org/@tensorflow/tfjs-core/-/tfjs-core-1.0.3.tgz", - "integrity": "sha512-2UbjMQkmrykIIZuoRfmDPrtWm+6fdQRlYLCUJdiOIooeu/q4nye587HM1qKcdZosGPZTW6VvX+4VIVieYn5i0A==", - "requires": { - "@types/seedrandom": "2.4.27", - "@types/webgl-ext": "0.0.30", - "@types/webgl2": "0.0.4", - "seedrandom": "2.4.3" - } + "tslib": { + "version": "1.10.0", + "resolved": "https://registry.npmjs.org/tslib/-/tslib-1.10.0.tgz", + "integrity": "sha512-qOebF53frne81cf0S9B41ByenJ3/IuH8yJKngAX35CmiZySA0khhkovshKK+jGCaMnVomla7gVlIcc3EvKPbTQ==" } } }, @@ -14000,7 +13994,8 @@ "tslib": { "version": "1.9.3", "resolved": "https://registry.npmjs.org/tslib/-/tslib-1.9.3.tgz", - "integrity": "sha512-4krF8scpejhaOgqzBEcGM7yDIEfi0/8+8zDRZhNZZ2kjmHJ4hv3zCbQWxoJGz1iw5U0Jl0nma13xzHXcncMavQ==" + "integrity": "sha512-4krF8scpejhaOgqzBEcGM7yDIEfi0/8+8zDRZhNZZ2kjmHJ4hv3zCbQWxoJGz1iw5U0Jl0nma13xzHXcncMavQ==", + "dev": true }, "tsscmp": { "version": "1.0.6", diff --git a/package.json b/package.json index 61dc3e062..fea2979a1 100644 --- a/package.json +++ b/package.json @@ -92,13 +92,13 @@ }, "dependencies": { "@magenta/sketch": "0.2.0", - "@tensorflow-models/body-pix": "1.0.1", - "@tensorflow-models/knn-classifier": "1.0.0", - "@tensorflow-models/mobilenet": "1.0.0", - "@tensorflow-models/posenet": "1.0.0", - "@tensorflow-models/speech-commands": "0.3.8", - "@tensorflow/tfjs": "1.1.2", + "@tensorflow-models/body-pix": "1.1.2", + "@tensorflow-models/knn-classifier": "1.2.1", + "@tensorflow-models/mobilenet": "2.0.3", + "@tensorflow-models/posenet": "2.1.3", + "@tensorflow-models/speech-commands": "0.3.9", + "@tensorflow/tfjs": "~1.2.1", "events": "^3.0.0", - "face-api.js": "^0.20.0" + "face-api.js": "0.20.1" } -} \ No newline at end of file +} diff --git a/src/FeatureExtractor/Mobilenet.js b/src/FeatureExtractor/Mobilenet.js index cfd392897..08970c457 100644 --- a/src/FeatureExtractor/Mobilenet.js +++ b/src/FeatureExtractor/Mobilenet.js @@ -18,7 +18,7 @@ import callCallback from '../utils/callcallback'; const IMAGE_SIZE = 224; const BASE_URL = 'https://storage.googleapis.com/tfjs-models/tfjs/mobilenet_v'; const DEFAULTS = { - version: 1, + version: 2, alpha: 0.25, topk: 3, learningRate: 0.0001, @@ -41,11 +41,11 @@ const MODEL_INFO = { }, 2: { 0.50: - 'https://tfhub.dev/google/imagenet/mobilenet_v2_050_224/classification/2', + 'https://tfhub.dev/google/imagenet/mobilenet_v2_050_224/classification/3', 0.75: - 'https://tfhub.dev/google/imagenet/mobilenet_v2_075_224/classification/2', + 'https://tfhub.dev/google/imagenet/mobilenet_v2_075_224/classification/3', 1.00: - 'https://tfhub.dev/google/imagenet/mobilenet_v2_100_224/classification/2' + 'https://tfhub.dev/google/imagenet/mobilenet_v2_100_224/classification/3' } }; diff --git a/src/ImageClassifier/index.js b/src/ImageClassifier/index.js index a65ffb3e3..be6a26fbf 100644 --- a/src/ImageClassifier/index.js +++ b/src/ImageClassifier/index.js @@ -16,7 +16,7 @@ import { imgToTensor } from '../utils/imageUtilities'; const DEFAULTS = { mobilenet: { - version: 1, + version: 2, alpha: 1.0, topk: 3, }, @@ -76,7 +76,8 @@ class ImageClassifier { */ async loadModel(modelUrl) { if (modelUrl) this.model = await this.loadModelFrom(modelUrl); - else this.model = await this.modelToUse.load(this.version, this.alpha); + else this.model = await this.modelToUse.load({version: this.version, alpha: this.alpha}); + return this; } @@ -119,11 +120,13 @@ class ImageClassifier { }); } + // Process the images + const imageResize = [IMAGE_SIZE, IMAGE_SIZE]; + const processedImg = imgToTensor(imgToPredict, imageResize); + if (this.modelUrl) { await tf.nextFrame(); const predictedClasses = tf.tidy(() => { - const imageResize = [IMAGE_SIZE, IMAGE_SIZE]; - const processedImg = imgToTensor(imgToPredict, imageResize); const predictions = this.model.predict(processedImg); return Array.from(predictions.as1D().dataSync()); }); @@ -136,8 +139,9 @@ class ImageClassifier { }).sort((a, b) => b.confidence - a.confidence); return results; } + return this.model - .classify(imgToPredict, numberOfClasses) + .classify(processedImg, numberOfClasses) .then(classes => classes.map(c => ({ label: c.className, confidence: c.probability }))); } diff --git a/src/ImageClassifier/index_test.js b/src/ImageClassifier/index_test.js index cd9b4ec00..8da5bb132 100644 --- a/src/ImageClassifier/index_test.js +++ b/src/ImageClassifier/index_test.js @@ -13,7 +13,7 @@ const DEFAULTS = { batchSize: 0.4, topk: 3, alpha: 1, - version: 1, + version: 2, }; describe('imageClassifier', () => { diff --git a/src/PoseNet/index.js b/src/PoseNet/index.js index 30d5d2553..57af0129d 100644 --- a/src/PoseNet/index.js +++ b/src/PoseNet/index.js @@ -14,6 +14,7 @@ import * as posenet from '@tensorflow-models/posenet'; import callCallback from '../utils/callcallback'; const DEFAULTS = { + architecture: 'MobileNetV1', imageScaleFactor: 0.3, outputStride: 16, flipHorizontal: false, @@ -22,12 +23,16 @@ const DEFAULTS = { scoreThreshold: 0.5, nmsRadius: 20, detectionType: 'multiple', + inputResolution: 513, multiplier: 0.75, + quantBytes: 2 }; class PoseNet extends EventEmitter { /** * @typedef {Object} options + * @property {string} architecture - default 'MobileNetV1', + * @property {number} inputResolution - default 257, * @property {number} imageScaleFactor - default 0.3 * @property {number} outputStride - default 16 * @property {boolean} flipHorizontal - default false @@ -36,7 +41,8 @@ class PoseNet extends EventEmitter { * @property {number} scoreThreshold - default 0.5 * @property {number} nmsRadius - default 20 * @property {String} detectionType - default single - * @property {multiplier} nmsRadius - default 0.75 + * @property {multiplier} nmsRadius - default 0.75, + * @property {multiplier} quantBytes - default 2, */ /** * Create a PoseNet model. @@ -55,19 +61,42 @@ class PoseNet extends EventEmitter { * @type {String} * @public */ + this.architecture = options.architecture || DEFAULTS.architecture; this.detectionType = detectionType || options.detectionType || DEFAULTS.detectionType; this.imageScaleFactor = options.imageScaleFactor || DEFAULTS.imageScaleFactor; this.outputStride = options.outputStride || DEFAULTS.outputStride; this.flipHorizontal = options.flipHorizontal || DEFAULTS.flipHorizontal; this.scoreThreshold = options.scoreThreshold || DEFAULTS.scoreThreshold; this.minConfidence = options.minConfidence || DEFAULTS.minConfidence; + this.maxPoseDetections = options.maxPoseDetections || DEFAULTS.maxPoseDetections; this.multiplier = options.multiplier || DEFAULTS.multiplier; + this.inputResolution = options.inputResolution || DEFAULTS.inputResolution; + this.quantBytes = options.quantBytes || DEFAULTS.quantBytes; + this.nmsRadius = options.nmsRadius || DEFAULTS.nmsRadius; this.ready = callCallback(this.load(), callback); // this.then = this.ready.then; } async load() { - this.net = await posenet.load(this.multiplier); + let modelJson; + if(this.architecture.toLowerCase() === 'mobilenetv1'){ + modelJson = { + architecture: this.architecture, + outputStride: this.outputStride, + inputResolution: this.inputResolution, + multiplier: this.multiplier, + quantBytes: this.quantBytes + } + } else { + modelJson = { + architecture: this.architecture, + outputStride: this.outputStride, + inputResolution: this.inputResolution, + quantBytes: this.quantBytes + } + } + + this.net = await posenet.load(modelJson); if (this.video) { if (this.video.readyState === 0) { @@ -133,7 +162,7 @@ class PoseNet extends EventEmitter { async singlePose(inputOr, cb) { const input = this.getInput(inputOr); - const pose = await this.net.estimateSinglePose(input, this.imageScaleFactor, this.flipHorizontal, this.outputStride); + const pose = await this.net.estimateSinglePose(input, {flipHorizontal: this.flipHorizontal}); const poseWithParts = this.mapParts(pose); const result = [{ pose:poseWithParts, skeleton: this.skeleton(pose.keypoints) }]; this.emit('pose', result); @@ -158,7 +187,13 @@ class PoseNet extends EventEmitter { async multiPose(inputOr, cb) { const input = this.getInput(inputOr); - const poses = await this.net.estimateMultiplePoses(input, this.imageScaleFactor, this.flipHorizontal, this.outputStride); + const poses = await this.net.estimateMultiplePoses(input, { + flipHorizontal: this.flipHorizontal, + maxDetections: this.maxPoseDetections, + scoreThreshold: this.scoreThreshold, + nmsRadius: this.nmsRadius + }); + const posesWithParts = poses.map(pose => (this.mapParts(pose))); const result = posesWithParts.map(pose => ({ pose, skeleton: this.skeleton(pose.keypoints) })); this.emit('pose', result); diff --git a/src/PoseNet/index_test.js b/src/PoseNet/index_test.js index f6d3dd63b..29f2c3fe1 100644 --- a/src/PoseNet/index_test.js +++ b/src/PoseNet/index_test.js @@ -8,11 +8,18 @@ const { poseNet } = ml5; const POSENET_IMG = 'https://github.com/ml5js/ml5-adjacent/raw/master/02_ImageClassification_Video/starter.png'; const POSENET_DEFAULTS = { + architecture: 'MobileNetV1', imageScaleFactor: 0.3, + outputStride: 16, flipHorizontal: false, minConfidence: 0.5, + maxPoseDetections: 5, + scoreThreshold: 0.5, + nmsRadius: 20, detectionType: 'multiple', + inputResolution: 513, multiplier: 0.75, + quantBytes: 2 }; describe('PoseNet', () => { @@ -32,11 +39,12 @@ describe('PoseNet', () => { }); it('instantiates poseNet', () => { + expect(net.architecture).toBe(POSENET_DEFAULTS.architecture); expect(net.imageScaleFactor).toBe(POSENET_DEFAULTS.imageScaleFactor); - expect(net.flipHorizontal).toBe(POSENET_DEFAULTS.flipHorizontal); - expect(net.minConfidence).toBe(POSENET_DEFAULTS.minConfidence); - expect(net.detectionType).toBe(POSENET_DEFAULTS.detectionType); + expect(net.outputStride).toBe(POSENET_DEFAULTS.outputStride); + expect(net.inputResolution).toBe(POSENET_DEFAULTS.inputResolution); expect(net.multiplier).toBe(POSENET_DEFAULTS.multiplier); + expect(net.quantBytes).toBe(POSENET_DEFAULTS.quantBytes); }); // it('detects poses in image', async () => { From c009c2f45eb4a4246306c6acac0842fdee691ca5 Mon Sep 17 00:00:00 2001 From: joeyklee Date: Mon, 26 Aug 2019 14:41:17 -0400 Subject: [PATCH 039/108] updates conditional in p5Utils --- src/BodyPix/index.js | 1 + src/utils/p5Utils.js | 6 +++++- 2 files changed, 6 insertions(+), 1 deletion(-) diff --git a/src/BodyPix/index.js b/src/BodyPix/index.js index 7ff37876d..e5a116f00 100644 --- a/src/BodyPix/index.js +++ b/src/BodyPix/index.js @@ -298,6 +298,7 @@ class BodyPix { * @return {Object} a result object with maskBackground, maskPerson, raw */ async segmentInternal(imgToSegment, segmentationOptions) { + await this.ready; await tf.nextFrame(); diff --git a/src/utils/p5Utils.js b/src/utils/p5Utils.js index 85be8efaf..d1f86c7a4 100644 --- a/src/utils/p5Utils.js +++ b/src/utils/p5Utils.js @@ -18,10 +18,14 @@ class P5Util { /** * This function will check if the p5 is in the environment + * Either it is in the p5Instance mode OR it is in the window * @returns {boolean} if it is in p5 */ checkP5() { - if (typeof this.p5Instance !== 'undefined' && this.p5Instance.p5 && this.p5Instance.p5.Image && typeof this.p5Instance.p5.Image === 'function') return true; + if (typeof this.p5Instance !== 'undefined' || + typeof this.p5Instance.p5 !== 'undefined' && + typeof this.p5Instance.p5.Image !== 'undefined' && + typeof this.p5Instance.p5.Image === 'function') return true; return false } From fe5a5b776d0fb262bb9848f304f74ddcea269449 Mon Sep 17 00:00:00 2001 From: Joey Lee Date: Mon, 26 Aug 2019 15:08:17 -0400 Subject: [PATCH 040/108] add loadImage test (#549) --- src/utils/p5Utils.js | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/src/utils/p5Utils.js b/src/utils/p5Utils.js index d1f86c7a4..8c4ea62ee 100644 --- a/src/utils/p5Utils.js +++ b/src/utils/p5Utils.js @@ -22,7 +22,9 @@ class P5Util { * @returns {boolean} if it is in p5 */ checkP5() { - if (typeof this.p5Instance !== 'undefined' || + // typeof this.p5Instance !== 'undefined' && this.p5Instance.p5 && this.p5Instance.p5.Image && typeof this.p5Instance.p5.Image === 'function' + if (typeof this.p5Instance !== 'undefined' && + typeof this.p5Instance.loadImage === 'function' || typeof this.p5Instance.p5 !== 'undefined' && typeof this.p5Instance.p5.Image !== 'undefined' && typeof this.p5Instance.p5.Image === 'function') return true; From afdc624be1489b822f7685ed09a6b2c2756d14dc Mon Sep 17 00:00:00 2001 From: Joey Lee Date: Tue, 27 Aug 2019 08:47:41 -0400 Subject: [PATCH 041/108] Update npm helper scripts for making releases (#552) * updating release process scripts and docs * updated release proces npm scripts and docs * added release:sync and developement:sync" " --- CONTRIBUTING.md | 64 ++++++++++++++++++++--------- README.md | 7 ++++ package-lock.json | 2 +- package.json | 17 +++++--- scripts/release.js | 71 -------------------------------- scripts/updatePackageVersion.js | 23 +++++++++++ scripts/updateReadme.js | 73 +++++++++++++++++++++++++++++++++ 7 files changed, 160 insertions(+), 97 deletions(-) delete mode 100644 scripts/release.js create mode 100644 scripts/updatePackageVersion.js create mode 100644 scripts/updateReadme.js diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 555e7664b..df592d8d5 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -262,36 +262,61 @@ In the instance you're ready to make a new release from `development` to `releas Steps: -1. `npm run release:new` - - ``` - version=0.3.2 npm run release:new - ``` +1. change the version number and checkout a new branch: -2. Go to Github and wait for tests to pass, then `squash and merge` the newly created `v0.3.2` branch to `development` -3. Go back to your terminal: +``` +newversion=0.3.2 npm run release:prep +``` - ``` - git checkout development - git fetch - git pull - ``` +you'll be now in: `v0.3.2` -4. Now go back to github and make a PR from `development` to `release`, wait for tests to pass, then `squash and merge` `development` into `release` -5. Go back to your terminal: +2. update the readme + +``` +pversion=0.3.1 npm run update:readme +``` + +3. Run install & build + +``` +npm run release:build +``` + +4. Add and commit and push changes + +``` +npm run release:commitAndPush +``` + +5. Add tags and push + +``` +npm run release:tag +``` + +Go to Github and wait for tests to pass, then `squash and merge` the newly created `v0.3.2` branch to `development`; + +6. Go back to your terminal: ``` - git checkout release - git fetch - git pull + npm run development:sync ``` -6. Now run our special publish script: +7. Now go back to github and make a PR from `development` to `release`, wait for tests to pass, then `squash and merge` `development` into `release` + +8. Go back to your terminal: ``` - npm run release:publish + npm run release:sync ``` + +9. publish to npm + +``` +npm run publish:npm +``` + 7. Enter your multi-factor auth when prompted where it says `OTP` (one time password): `your OTP code` 8. Your new npm version should be released! @@ -328,7 +353,6 @@ Now what is important is that you: 7. Merge `release` with `master` (for the github pages & website) - ## Additional Resources - [How to Contribute to an Open Source Project on GitHub](https://egghead.io/courses/how-to-contribute-to-an-open-source-project-on-github) diff --git a/README.md b/README.md index c604df42a..a1b144403 100644 --- a/README.md +++ b/README.md @@ -36,8 +36,15 @@ There are several ways you can use the ml5.js library: * If you need to use an earlier version for any reason, you can change the version number. + +

+**v0.3.0** + + + + **v0.3.0** diff --git a/package-lock.json b/package-lock.json index 7dc9c4f4c..0d3083210 100644 --- a/package-lock.json +++ b/package-lock.json @@ -1,6 +1,6 @@ { "name": "ml5", - "version": "0.3.1", + "version": "0.3.2", "lockfileVersion": 1, "requires": true, "dependencies": { diff --git a/package.json b/package.json index fea2979a1..ac3f6c804 100644 --- a/package.json +++ b/package.json @@ -16,9 +16,16 @@ "test": "./node_modules/karma/bin/karma start karma.conf.js ", "test:single": "./node_modules/karma/bin/karma start karma.conf.js --single-run", "test-travis": "./scripts/test-travis.sh", - "release:new": "node ./scripts/release.js && npm run release:push", - "release:push": "npm install && npm run build && git checkout -b v$npm_package_version && git add . && git commit -m 'bumps version' && git push origin v$npm_package_version", - "release:publish": "npm install && npm run build && git tag v$npm_package_version && git push --tags && npm publish" + "update:packageVersion": "node ./scripts/updatePackageVersion.js", + "checkout:latest": "git checkout -b v$npm_package_version", + "release:prep": "npm-run-all --sequential update:packageVersion checkout:latest", + "update:readme": "node ./scripts/updateReadme.js", + "release:build": "npm install && npm run build", + "release:commitAndPush": "git add . && git commit -m 'bumps version and adds latest build' && git push origin v$npm_package_version", + "release:tag": "git tag v$npm_package_version && git push --tags", + "development:sync": "git checkout development && git fetch && git pull", + "release:sync": "git checkout release && git fetch && git pull", + "publish:npm": "npm publish" }, "repository": { "type": "git", @@ -60,7 +67,7 @@ "karma-mocha-reporter": "^2.2.5", "karma-safari-launcher": "1.0.0", "karma-webpack": "3.0.0", - "npm-run-all": "4.1.2", + "npm-run-all": "^4.1.2", "regenerator-runtime": "0.11.1", "rimraf": "2.6.2", "semantic-release": "15.0.2", @@ -101,4 +108,4 @@ "events": "^3.0.0", "face-api.js": "0.20.1" } -} +} \ No newline at end of file diff --git a/scripts/release.js b/scripts/release.js deleted file mode 100644 index 89d0e3f55..000000000 --- a/scripts/release.js +++ /dev/null @@ -1,71 +0,0 @@ -/** - * Usage: - * terminal: - * version=0.3.2 npm run release - */ -const fs = require('fs'); -const newVersionNumber = process.env.version; -let oldVersionNumber; - -let packageJson = fs.readFileSync('./package.json'); -packageJson = JSON.parse(packageJson); - -oldVersionNumber = packageJson.version.slice(0,); - -let readme = fs.readFileSync('./README.md', 'utf8'); - - - - -if(newVersionNumber === undefined){ - console.log('version number required!') - process.exit(22); -} - -function updatePackageNumber(){ - console.log(`setting version number from: ${oldVersionNumber} ==> to: ${newVersionNumber}`) - packageJson.version = newVersionNumber; - - fs.writeFileSync('./package.json', JSON.stringify(packageJson, null, 2)); -} - - -function updateReadme(){ - let newReadme = readme.slice(0,); - - const newVersionString = ` - -

- -* You can use the latest version (${newVersionNumber}) by adding it to the head section of your HTML document: - -**v${newVersionNumber}** - - - -

- ` - - const legacyVersionString = ` - -

- -**v${oldVersionNumber}** - - - ` - - // add the new latest version in - newReadme = newReadme.replace(/

([\s\S]*)<\/p data-id="latest-version">/g, newVersionString); - // add the last version to the legacy section - newReadme = newReadme.replace(/

/g, legacyVersionString); - - fs.writeFileSync('./README.md', newReadme); -} - -updatePackageNumber() -updateReadme() - - -console.log('finished!') - diff --git a/scripts/updatePackageVersion.js b/scripts/updatePackageVersion.js new file mode 100644 index 000000000..d57151775 --- /dev/null +++ b/scripts/updatePackageVersion.js @@ -0,0 +1,23 @@ +const fs = require('fs'); +const newVersionNumber = process.env.newversion; + +function checkVersionGiven(){ + if(newVersionNumber === undefined){ + console.log('πŸ”₯πŸ”₯πŸ”₯submit the new version number πŸ”₯πŸ”₯πŸ”₯'); + process.exit(22); + } +} + +function updatePackageVersion(fpath){ + checkVersionGiven(); + let packageJson = fs.readFileSync(fpath); + packageJson = JSON.parse(packageJson); + packageJson.version = newVersionNumber; + + + fs.writeFileSync(fpath, JSON.stringify(packageJson, null, 2)); + +} +updatePackageVersion('./package.json') + +// module.exports = updatePackageVersion; \ No newline at end of file diff --git a/scripts/updateReadme.js b/scripts/updateReadme.js new file mode 100644 index 000000000..0e39ca566 --- /dev/null +++ b/scripts/updateReadme.js @@ -0,0 +1,73 @@ +const fs = require('fs'); +const oldVersionNumber = process.env.pversion; + +function checkVersionGiven(){ + if(oldVersionNumber === undefined){ + console.log('πŸ”₯πŸ”₯πŸ”₯submit the previous version number πŸ”₯πŸ”₯πŸ”₯'); + process.exit(22); + } +} + +function getReadme(fpath){ + let readme = fs.readFileSync(fpath, 'utf8'); + return readme; +} + +function readPackageJson(fpath){ + let output = fs.readFileSync(fpath); + output = JSON.parse(output); + return output; +} + +function makeNewVersionString(newVersionNumber){ + + const newVersionString = ` + +

+ +* You can use the latest version (${newVersionNumber}) by adding it to the head section of your HTML document: + +**v${newVersionNumber}** + + + +

+ ` + + return newVersionString; +} + +function makeLegacyVersionString(oldVersionNumber){ + const legacyVersionString = ` + +

+ +**v${oldVersionNumber}** + + + ` + + return legacyVersionString +} + + +function make(){ + checkVersionGiven(); + let packageJson = readPackageJson('./package.json'); + const newVersionNumber = packageJson.version; + + console.log(`updating version: ${oldVersionNumber} to version: ${newVersionNumber}`); + + const newVersionString = makeNewVersionString(newVersionNumber); + const legacyVersionString = makeLegacyVersionString(oldVersionNumber); + + + let readme = getReadme('./README.md'); + let newReadme = readme.replace(/

([\s\S]*)<\/p data-id="latest-version">/g, newVersionString); + // add the last version to the legacy section + newReadme = readme.replace(/

/g, legacyVersionString); + + fs.writeFileSync('./README.md', newReadme); + +} +make(); \ No newline at end of file From 5837f9c895cb94816723b615beec744ce13ebd9f Mon Sep 17 00:00:00 2001 From: Joey Lee Date: Wed, 28 Aug 2019 18:08:01 -0400 Subject: [PATCH 042/108] set fe to mobilenet v1 - use layers model (#554) --- src/FeatureExtractor/Mobilenet.js | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/src/FeatureExtractor/Mobilenet.js b/src/FeatureExtractor/Mobilenet.js index 08970c457..cfd392897 100644 --- a/src/FeatureExtractor/Mobilenet.js +++ b/src/FeatureExtractor/Mobilenet.js @@ -18,7 +18,7 @@ import callCallback from '../utils/callcallback'; const IMAGE_SIZE = 224; const BASE_URL = 'https://storage.googleapis.com/tfjs-models/tfjs/mobilenet_v'; const DEFAULTS = { - version: 2, + version: 1, alpha: 0.25, topk: 3, learningRate: 0.0001, @@ -41,11 +41,11 @@ const MODEL_INFO = { }, 2: { 0.50: - 'https://tfhub.dev/google/imagenet/mobilenet_v2_050_224/classification/3', + 'https://tfhub.dev/google/imagenet/mobilenet_v2_050_224/classification/2', 0.75: - 'https://tfhub.dev/google/imagenet/mobilenet_v2_075_224/classification/3', + 'https://tfhub.dev/google/imagenet/mobilenet_v2_075_224/classification/2', 1.00: - 'https://tfhub.dev/google/imagenet/mobilenet_v2_100_224/classification/3' + 'https://tfhub.dev/google/imagenet/mobilenet_v2_100_224/classification/2' } }; From 65eff20e4c349aa36e1b3d7ca12bcd6491af9ff4 Mon Sep 17 00:00:00 2001 From: Joey Lee Date: Thu, 29 Aug 2019 16:24:32 -0400 Subject: [PATCH 043/108] Adds Docsify to consolidate documentation (#556) * add docsify-cli as dev dep * adds docs structure for docsify * adds bodyPix documentation example * update bodypix documentation * adds imageClassifer docs * added styleguide template and updated docs * changed name of reference template * added dev guidelines * update dev guidelines * adds posenet docs * adds tutorials and faq * add dev:docs npm script * adds char rnn to docs --- docs/.nojekyll | 0 docs/README.md | 115 ++ docs/_sidebar.md | 38 + docs/faq.md | 27 + docs/images/reference__header-bodypix.png | Bin 0 -> 228314 bytes .../reference__header-imageClassifier.png | Bin 0 -> 240861 bytes docs/images/reference__header-posenet.jpg | Bin 0 -> 118296 bytes docs/index.html | 52 + docs/reference/bodypix.md | 251 ++++ docs/reference/charrnn.md | 178 +++ docs/reference/cvae.md | 1 + docs/reference/dcgan.md | 1 + docs/reference/feature-extractor.md | 1 + docs/reference/image-classifier.md | 146 +++ docs/reference/knn-classifier.md | 1 + docs/reference/pitch-detection.md | 1 + docs/reference/pix2pix.md | 1 + docs/reference/posenet.md | 267 ++++ docs/reference/sentiment.md | 1 + docs/reference/sketchrnn.md | 1 + docs/reference/speech-classifier.md | 1 + docs/reference/style-transfer.md | 1 + docs/reference/unet.md | 1 + docs/reference/word2vec.md | 1 + docs/reference/yolo.md | 1 + docs/styleguide/development-guidelines.md | 24 + docs/styleguide/reference-guidelines.md | 168 +++ docs/tutorials/hello-ml5.md | 207 +++ docs/tutorials/local-web-server.md | 41 + docs/tutorials/promises-and-callbacks.md | 53 + package-lock.json | 1167 +++++++++++++++-- package.json | 4 +- 32 files changed, 2677 insertions(+), 74 deletions(-) create mode 100644 docs/.nojekyll create mode 100644 docs/README.md create mode 100644 docs/_sidebar.md create mode 100644 docs/faq.md create mode 100644 docs/images/reference__header-bodypix.png create mode 100644 docs/images/reference__header-imageClassifier.png create mode 100644 docs/images/reference__header-posenet.jpg create mode 100644 docs/index.html create mode 100644 docs/reference/bodypix.md create mode 100644 docs/reference/charrnn.md create mode 100644 docs/reference/cvae.md create mode 100644 docs/reference/dcgan.md create mode 100644 docs/reference/feature-extractor.md create mode 100644 docs/reference/image-classifier.md create mode 100644 docs/reference/knn-classifier.md create mode 100644 docs/reference/pitch-detection.md create mode 100644 docs/reference/pix2pix.md create mode 100644 docs/reference/posenet.md create mode 100644 docs/reference/sentiment.md create mode 100644 docs/reference/sketchrnn.md create mode 100644 docs/reference/speech-classifier.md create mode 100644 docs/reference/style-transfer.md create mode 100644 docs/reference/unet.md create mode 100644 docs/reference/word2vec.md create mode 100644 docs/reference/yolo.md create mode 100644 docs/styleguide/development-guidelines.md create mode 100644 docs/styleguide/reference-guidelines.md create mode 100644 docs/tutorials/hello-ml5.md create mode 100644 docs/tutorials/local-web-server.md create mode 100644 docs/tutorials/promises-and-callbacks.md diff --git a/docs/.nojekyll b/docs/.nojekyll new file mode 100644 index 000000000..e69de29bb diff --git a/docs/README.md b/docs/README.md new file mode 100644 index 000000000..82b1a1f86 --- /dev/null +++ b/docs/README.md @@ -0,0 +1,115 @@ +# ml5.js - Friendly Machine Learning for the Web + +Welcome to the ml5.js documentation. Here you'll find everything you need to get up and started with ml5. + +## Getting Started {docsify-ignore} + + +Take a ride on the Coding Train to watch Dan Shiffman's ["A Beginner's Guide to Machine Learning with ml5.js"](https://www.youtube.com/watch?v=jmznx0Q1fP0). Here Dan explains what ml5.js is and where it all comes from. + +ml5.js is machine learning _for the web_ in your web browser. Through some clever and exciting advancements, the folks building [TensorFlow.js](https://www.tensorflow.org/js) figured out that it is possible to use the web browser's built in graphics processing unit (GPU) to do calculations that would otherwise run very slowly using central processing unit (CPU) based calculations. A really nice explantion of what is happening with GPUs can be found [here - Why are shaders fast?](https://thebookofshaders.com/01/). ml5 helps to make all these new developments in machine learning on the web more approachable for everyone. + + +### Quickstart + +The fastest way to get started exploring the creative possibilities of ml5.js are to either: + +1. Download a ml5.js project boilerplate. You can download a zip file here: [ml5 project boilerplate](https://github.com/ml5js/ml5-boilerplate/releases).
Or... +2. Open this [p5 web editor sketch with ml5.js added](https://editor.p5js.org/joeyklee/sketches/5VbXAWaV6). +3. You can also copy and paste the cdn link to the ml5 library here: + + ``` + + ``` + +*** +#### Quickstart: Plain JavaScript + +Reference the [latest version](https://unpkg.com/ml5@0.3.1/dist/ml5.min.js) of ml5.js using a script tag in an HTML file as below: + + +In an **index.html** file, copy and paste the following and open up that file in your web browser. + +```HTML + + + + Getting Started with ml5.js and p5.js + + + + + + + + +``` + +*** + +*** +#### Quickstart: Powered with p5.js + +If you're familiar with [p5.js](https://p5js.org/), ml5.js has been designed to play very nicely with p5. You can use the following boilerplate code to get started: + + +In an **index.html** file, copy and paste the following and open up that file in your web browser. + +```html + + + + Getting Started with ml5.js + + + + + + + + + + + + + +``` + +*** + +
+ + + +## Join Our Community {docsify-ignore} + +Coming soon + + +## Contribute to ml5.js {docsify-ignore} + +Coming soon + +## Support {docsify-ignore} + +Coming soon \ No newline at end of file diff --git a/docs/_sidebar.md b/docs/_sidebar.md new file mode 100644 index 000000000..2bb54b2c0 --- /dev/null +++ b/docs/_sidebar.md @@ -0,0 +1,38 @@ + + +* 🌈 **Welcome** + * [Getting Started](/) + * [FAQ](/faq.md) +* πŸ—Ί **Tutorials** + * [Introduction to ml5.js](/tutorials/hello-ml5.md) + * [Running a local web server](/tutorials/local-web-server) + * [Promises and Callbacks in ml5](/tutorials/promises-and-callbacks.md) +* πŸš€ **Reference** + * [**Image**](/) + * [ImageClassifier](./reference/image-classifier.md) + * [PoseNet](./reference/posenet.md) + * [BodyPix](./reference/bodypix.md) + * [UNET](./reference/unet.md) + * [StyleTransfer](./reference/style-transfer.md) + * [pix2pix](./reference/pix2pix.md) + * [CVAE](./reference/cvae.md) + * [DCGAN](./reference/dcgan.md) + * [SketchRNN](./reference/sketchrnn.md) + * [YOLO](./reference/yolo.md) + * [**Sound**]() + * [SpeechClassification](./reference/speech-classifier.md) + * [PitchDetection](./reference/pitch-detection.md) + * [**Text**]() + * [CharRNN](./reference/charrnn.md) + * [Sentiment](./reference/sentiment.md) + * [Word2Vec](./reference/word2vec.md) + * [SketchRNN](./reference/sketchrnn.md) + * [**Helpers**]() + * [FeatureExtractor](./reference/feature-extractor.md) + * [KNNClassifier](./reference/knn-classifier.md) +* πŸ— **Contributing** + * [Contributor Notes]() + * [Maintainer Notes]() + * [Style Guide]() + * [Reference guidelines](./styleguide/reference-guidelines.md) + * [Development guidelines](./styleguide/development-guidelines.md) \ No newline at end of file diff --git a/docs/faq.md b/docs/faq.md new file mode 100644 index 000000000..a474935eb --- /dev/null +++ b/docs/faq.md @@ -0,0 +1,27 @@ +# Frequently Asked Questions (FAQ) + +### Can I use ml5.js in the [p5 web editor](editor.p5js.org)? + +Sort of. + +A number of the ml5 sketches don't currently work in the p5 web editor due to some of the ways that the editor handles data files and some of the network communication regarding making requests to external data (e.g. the big model files that allow ml5.js to run things like image detection, etc). + +There are lots of developments in the p5 web editor as well as in ml5 to make sure these environments all play nicely together, but the best thing to do is to try and run things locally if possible. Thanks! + +### Can I use ml5.js with node.js? + +No. Not at the moment. + +ml5.js uses TensorFlow.js which uses the browser's GPU to run all the calculations. As a result, all of the ml5.js functionality is based around using the browser GPU. We hope to have ml5.js run in node-js sometime in the near future (especially now that [node support for TensorFlow is a thing](https://www.tensorflow.org/js/guide/nodejs) but the current ml5 setup does not support node.js. + + +[For more discussion about node and ml5.js, visit this issue thread.](https://github.com/ml5js/ml5-library/issues/377) + + +### Can I contribute? + +Yes! Absolutely. We welcome all forms of socially and technically driven contributions. No contribution is too small. Please contact us at [@ml5js on twitter](https://twitter.com/ml5js) or hello@ml5js.org. + +### How can I contribute? + +Please refer to the contributor documentation [on Github](https://github.com/ml5js/ml5-library/blob/development/CONTRIBUTING.md). \ No newline at end of file diff --git a/docs/images/reference__header-bodypix.png b/docs/images/reference__header-bodypix.png new file mode 100644 index 0000000000000000000000000000000000000000..2b9235d8fa84c01eeb9e62887582e08996083587 GIT binary patch literal 228314 zcmdRVWm}bPw5_j#gdp8WcXx+$cem2rol?@>E!`m9Al)6(-Q7rfZrs=2|KWTR)>2u| zj4{TXV-g}SD+UjX4g2QJ8+ZwEVZ}FZ{#$?Z<}CyCd+>_x+eY#?ZwTH<2n#5?rXR2D zDJ?B!?s+(6{mgY)9YgYme~%OAAWP&QfJjjNCdOe*06Kug-m&YyIEUI!OxuqhXDH2b zcQb8HrPeDx+g|v8!jEL-vf6p4dBym)*8J5Jln*+g=1Lx_(bwt{#YvC}5uqX8`mR@w z?f(b<{7mo%6N~rTX9DmlK5;J8|Ga5nc>U(}Jw(s&aJ+x-`9;M{zI*+LpU)YY+~2&u z2hArcitzgH-gfp6{D1PFohz71I_J`LhU}uclo-|vt9uI+R8p!ijum;*6V>oa#~zs} zzwDw0XcO{p!wy=T1iNqvZ132Fv_8?=2N~o&B*$($zaM8NBC_fbLbEoy&XOTOe3D}X 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zXI24!c%_dl4@&JVG+1?8JBxeERZEE1F-T5!gWrz7O5(h2q)(;Y!3?Y$_jnGu!NpY- z7Q}N5aBvS5ui5>o)N&T&?By*_J)gwF_QV_?8O0+K(aWawUI zrFk5;IdxD}5nDpjQ<~;5&lp*EBF4-!jCIHLr~{|f8(4%#ai&hs17J&RrAnqh*y=~& zTxPu2cJjQE#3A$Zw1L6;dRCsL;wa_N?JlO0C)6RhHmtGmJ`oGB>;`Jx#+5yk zD|0w1uhd|UD_%m8+2}fr&Z((FCp*<*a2Ry$&~~oYXt8XbyjPxhE-5DQTCKQ~%4i+c yJqH!)7id-h8Av>KuRj;0l0A$H_XMy^C*w@LAHP3Jv0}d_ed;Up{q=I4r~lbkZy+}S literal 0 HcmV?d00001 diff --git a/docs/index.html b/docs/index.html new file mode 100644 index 000000000..51156500a --- /dev/null +++ b/docs/index.html @@ -0,0 +1,52 @@ + + + + + ml5 - A friendly machine learning library for the web. + + + + + + + + +

+ + + + + + + + + + + + + + + + diff --git a/docs/reference/bodypix.md b/docs/reference/bodypix.md new file mode 100644 index 000000000..037f34563 --- /dev/null +++ b/docs/reference/bodypix.md @@ -0,0 +1,251 @@ +# BodyPix + + +
+ BodyPix Header Image of Harriet Tubman +
+ + +## Description +As written by the developers of BodyPix: + +"Bodypix is an open-source machine learning model which allows for person and body-part segmentation in the browser with TensorFlow.js. In computer vision, image segmentation refers to the technique of grouping pixels in an image into semantic areas typically to locate objects and boundaries. The BodyPix model is trained to do this for a person and twenty-four body parts (parts such as the left hand, front right lower leg, or back torso). In other words, BodyPix can classify the pixels of an image into two categories: 1) pixels that represent a person and 2) pixels that represent background. It can further classify pixels representing a person into any one of twenty-four body parts." + +## Quickstart + +```js +const bodypix = ml5.bodyPix(modelReady) + +function modelReady() { + // segment the image given + bodypix.segment(img, gotResults) +} + +function gotImage(error, result) { + if (error) { + console.log(error); + return; + } + // log the result + console.log(result.maskBackground); +} +``` + + +## Usage + +### Initialize + +```js +const bodyPix = new ml5.bodyPix(?video, ?options, ?callback) +``` + +#### Parameters +* **video**: OPTIONAL. An HTMLVideoElement +* **callback**: REQUIRED. A function to run once the model has been loaded. +* **options**: OPTIONAL. An object to change the defaults (shown below). The available options are: + ``` + { + "multiplier": 0.75, // 1.0, 0.75, or 0.50, 0.25 + "outputStride": 16, // 8, 16, or 32, default is 16 + "segmentationThreshold": 0.5, // 0 - 1, defaults to 0.5 + "palette":{ + "leftFace": { + "id": 0, + "color": [110, 64, 170] + }, + "rightFace": { + "id": 1, + "color": [106, 72, 183] + }, + "rightUpperLegFront": { + "id": 2, + "color": [100, 81, 196] + }, + "rightLowerLegBack": { + "id": 3, + "color": [92, 91, 206] + }, + "rightUpperLegBack": { + "id": 4, + "color": [84, 101, 214] + }, + "leftLowerLegFront": { + "id": 5, + "color": [75, 113, 221] + }, + "leftUpperLegFront": { + "id": 6, + "color": [66, 125, 224] + }, + "leftUpperLegBack": { + "id": 7, + "color": [56, 138, 226] + }, + "leftLowerLegBack": { + "id": 8, + "color": [48, 150, 224] + }, + "rightFeet": { + "id": 9, + "color": [40, 163, 220] + }, + "rightLowerLegFront": { + "id": 10, + "color": [33, 176, 214] + }, + "leftFeet": { + "id": 11, + "color": [29, 188, 205] + }, + "torsoFront": { + "id": 12, + "color": [26, 199, 194] + }, + "torsoBack": { + "id": 13, + "color": [26, 210, 182] + }, + "rightUpperArmFront": { + "id": 14, + "color": [28, 219, 169] + }, + "rightUpperArmBack": { + "id": 15, + "color": [33, 227, 155] + }, + "rightLowerArmBack": { + "id": 16, + "color": [41, 234, 141] + }, + "leftLowerArmFront": { + "id": 17, + "color": [51, 240, 128] + }, + "leftUpperArmFront": { + "id": 18, + "color": [64, 243, 116] + }, + "leftUpperArmBack": { + "id": 19, + "color": [79, 246, 105] + }, + "leftLowerArmBack": { + "id": 20, + "color": [96, 247, 97] + }, + "rightHand": { + "id": 21, + "color": [115, 246, 91] + }, + "rightLowerArmFront": { + "id": 22, + "color": [134, 245, 88] + }, + "leftHand": { + "id": 23, + "color": [155, 243, 88] + } + } + } + ``` + +### Properties + +*** +#### .video +> *Object*. HTMLVideoElement if given in the constructor. Otherwise it is null. +*** + +*** +#### .model +> *Object*. The bodyPix model. +*** + +*** +#### .modelReady +> *Boolean*. Truthy value indicating the model has loaded. +*** + +*** +#### .modelPath +> *String*. The path to the model. +*** + +*** +#### .config +> *Object*. The configuration options of bodyPix. +*** + + + +### Methods + +*** +#### .segment() +> Allows you to segment a person from the background. + +```js +bodyPix.segment(?input, ?options, callback) +``` + +πŸ“₯ **Inputs** + +* **input**: HTMLImageElement | ImageData | HTMLCanvasElement. NOTE: Videos should be added in the constructor. +* **options**: Object. You can change the `outputStride and `segmentationThreshold` +* **callback**: Function. A function to handle the results of `.segment()`. Likely a function to do something with the segmented image. + +πŸ“€ **Outputs** + +* **Object**: Returns an Object. "{raw}", "{maskBackground}", and "{maskPerson}". The returns will either be a UInt8 array corresponding to the image array or a p5Image if p5.js is available. + +*** + +*** +#### .segmentWithParts() + + +> Allows you to get the segmented body parts of the person. + + +```js +bodyPix.segmentWithParts(?input, ?options, callback) +``` + +πŸ“₯ **Inputs** + +* **input**: HTMLImageElement | ImageData | HTMLCanvasElement. NOTE: Videos should be added in the constructor. +* **options**: Object. You can change the `outputStride and `segmentationThreshold` +* **callback**: Function. A function to handle the results of `.segment()`. Likely a function to do something with the segmented image. + +πŸ“€ **Outputs** + +* **Object**: Returns an Object. "{raw}". The returns will either be a UInt8 array corresponding to the image array or a p5Image if p5.js is available. + +*** + + +## Examples + +**plain javascript** +* [Segmentation on Image]() +* [Segmentation on Video]() +* [SegmentationWithParts on Video]() + +**p5.js** +* [Segmentation on Image]() +* [Segmentation on Video]() +* [SegmentationWithParts on Video]() + +## Demo + +No demos yet - contribute one today! + +## Tutorials + +No tutorials yet - contribute one today! + + +## Source Code + +* [/src/BodyPix]() diff --git a/docs/reference/charrnn.md b/docs/reference/charrnn.md new file mode 100644 index 000000000..c7f559f4e --- /dev/null +++ b/docs/reference/charrnn.md @@ -0,0 +1,178 @@ +# NameOfFeature + + +
+ image classification of bird +
+ + +## Description + +RNN and LSTMs (Long Short Term Memory networks) are a type of Neural Network architecture useful for working with sequential data (like characters in text or the musical notes of a song) where the order of the that sequence matters. This class allows you run a model pre-trained on a body of text to generate new text. + +You can train your own models using this tutorial or use this set of pre trained models. + +## Quickstart + +```js +// Create the character level generator with a pre trained model +const rnn = ml5.charRNN("models/bolaΓ±o/", modelLoaded); + +// When the model is loaded +function modelLoaded() { + console.log("Model Loaded!"); +} + +// Generete content +rnn.generate({ seed: "the meaning of pizza is" }, function(err, results) { + console.log(results); +}); +``` + + +## Usage + +### Initialize + +```js +const charrnn = ml5.charRNN(model, ?callback) +``` + +#### Parameters +* **model**: REQUIRED. An absolute or relative path to the charRNN model files. +* **callback**: OPTIONAL. A callback to be called once the model has loaded. If no callback is provided, it will return a promise that will be resolved once the model has loaded. + +### Properties + + +*** +#### .ready +> Boolean value that specifies if the model has loaded. +*** + +*** +#### .state +> The current state of the model. +*** + +*** +#### .model +> The pre-trained charRNN model. +*** + +*** +#### .vocabSize +> The vocabulary size (or total number of possible characters). +*** + + +### Methods + + +*** +#### .generate() +> Generates content in a stateless manner, based on some initial text (known as a "seed"). Returns a string. + +```js +charrnn.generate(options, ?callback) +``` + +πŸ“₯ **Inputs** + +* **options**: REQUIRED. An object specifying the input parameters of seed, length and temperature. Default length is 20, temperature is 0.5 and seed is a random character from the model. The object should look like this + ``` + { + seed: 'The meaning of pizza is' + length: 20, + temperature: 0.5 + } + ``` +* **callback**: Optional. Function. A function to be called when the model has generated content. If no callback is provided, it will return a promise that will be resolved once the model has generated new content. + +πŸ“€ **Outputs** + +* **Object**: Returns an object. {sample: generated,state: this.state}. + +*** + + +*** +#### .predict() +> Feed a string of characters to the model state. + +```js +charrnn.predict(temperature, ?callback) +``` + +πŸ“₯ **Inputs** +* **seed**: REQUIRED. Predict the next character based on the model's current state. +* **callback**: Optional. Function. A function to be called when the model finished adding the seed. If no callback is provided, it will return a promise that will be resolved once the prediction has been generated. + +πŸ“€ **Outputs** + +* **Object**: Returns an object `{sample, probabilities}`; + +*** + +*** +#### .feed() +> Given an image, will make objects in the image disappear + +```js +charrnn.feed(seed, ?callback) +``` + +πŸ“₯ **Inputs** +* **seed**: REQUIRED. A string to feed the charRNN model state. +* **callback**: Optional. Function.Optional. A function to be called when the model finished adding the seed. If no callback is provided, it will return a promise that will be resolved once seed has been fed.. + +πŸ“€ **Outputs** + +* **Image**: Returns an image. + +*** + +*** +#### .reset() +> Reset the model state + +```js +charrnn.reset() +``` + +πŸ“₯ **Inputs** +* none + +πŸ“€ **Outputs** + +* none + +*** + + + +## Examples + +**plain javascript** +* [CharRNN_Interactive]() +* [CharRNN_Text]() +* [CharRNN_Text_Stateful]() + + +**p5.js** +* [CharRNN_Interactive]() +* [CharRNN_Text]() +* [CharRNN_Text_Stateful]() + + +## Demo + +No demos yet - contribute one today! + +## Tutorials + +No tutorials yet - contribute one today! + +## Source Code + +* [/src/CharRnn]() diff --git a/docs/reference/cvae.md b/docs/reference/cvae.md new file mode 100644 index 000000000..266e8fbe0 --- /dev/null +++ b/docs/reference/cvae.md @@ -0,0 +1 @@ +# Reference: \ No newline at end of file diff --git a/docs/reference/dcgan.md b/docs/reference/dcgan.md new file mode 100644 index 000000000..266e8fbe0 --- /dev/null +++ b/docs/reference/dcgan.md @@ -0,0 +1 @@ +# Reference: \ No newline at end of file diff --git a/docs/reference/feature-extractor.md b/docs/reference/feature-extractor.md new file mode 100644 index 000000000..266e8fbe0 --- /dev/null +++ b/docs/reference/feature-extractor.md @@ -0,0 +1 @@ +# Reference: \ No newline at end of file diff --git a/docs/reference/image-classifier.md b/docs/reference/image-classifier.md new file mode 100644 index 000000000..1c572b90c --- /dev/null +++ b/docs/reference/image-classifier.md @@ -0,0 +1,146 @@ +# ImageClassifier + + +
+ image classification of bird +
+ + +## Description +You can use neural networks to recognize the content of images. ml5.imageClassifier() is a method to create an object that classifies an image using a pre-trained model. + +It should be noted that the pre-trained model provided by the example below was trained on a database of approximately 15 million images (ImageNet). The ml5 library accesses this model from the cloud. What the algorithm labels an image is entirely dependent on that training data -- what is included, excluded, and how those images are labeled (or mislabeled). + +## Quickstart + +```js +// Initialize the Image Classifier method with MobileNet +const classifier = ml5.imageClassifier('MobileNet', modelLoaded); + +// When the model is loaded +function modelLoaded() { + console.log('Model Loaded!'); +} + +// Make a prediction with a selected image +classifier.classify(document.getElementById('image'), function(err, results) { + console.log(results); +}); +``` + + +## Usage + +### Initialize + +```js +const classifier = ml5.imageClassifier(model, ?video, ?options, ?callback) +``` + +#### Parameters +* **model**: REQUIRED. A String value of a valid model OR a url to a model.json that contains a pre-trained model. Case insensitive. Models available are: 'MobileNet', 'Darknet' and 'Darknet-tiny', or any image classifiation model trained in Teachable Machine. +* **video**: OPTIONAL. An HTMLVideoElement +* **callback**: OPTIONAL. A function to run once the model has been loaded. If no callback is provided, it will return a promise that will be resolved once the model has loaded. +* **options**: OPTIONAL. An object to change the defaults (shown below). The available options are: + ``` + { + version: 1, + alpha: 1.0, + topk: 3 + } + ``` + +### Properties + + +*** +#### .video +> *Object*. HTMLVideoElement if given in the constructor. Otherwise it is null. +*** + +*** +#### .model +> *Object*. The image classifier model specified in the constructor. +*** + +*** +#### .modelName +> *String*. The name of the image classifier model specified in the constructor +*** + +*** +#### .modelUrl +> *String*. The absolute or relative URL path to the input model. +*** + + +### Methods + +*** +#### .classify() +> Given an image or video, returns an array of objects containing class names and probabilities + +If you DID NOT specify an image or video in the constructor... +```js +classifier.classify(input, ?numberOfClasses,?callback) +``` + +If you DID specify an image or video in the constructor... +```js +classifier.classify(?numberOfClasses ,?callback) +``` + +πŸ“₯ **Inputs** + +* **input**: HTMLImageElement | ImageData | HTMLCanvasElement | HTMLVideoElement. NOTE: Videos can also be added in the constructor and then do not need to be specified again as an input. +* **numberOfClasses**: Number. The number of classes you want to return. +* **callback**: Function. A function to handle the results of `.segment()`. Likely a function to do something with the segmented image. + +πŸ“€ **Outputs** + +* **Object**: Returns an array of objects. Each object contains `{label, confidence}`. + +*** + + +## Examples + +**plain javascript** +* [ImageClassification]() +* [ImageClassification_DoodleNet_Canvas]() +* [ImageClassification_DoodleNet_Video]() +* [ImageClassification_MultipleImages]() +* [ImageClassification_Video]() +* [ImageClassification_Video_Load]() +* [ImageClassification_VideoScavengerHunt]() +* [ImageClassification_VideoSound]() +* [ImageClassification_VideoSoundTranslate]() + +**p5.js** +* [ImageClassification]() +* [ImageClassification_DoodleNet_Canvas]() +* [ImageClassification_DoodleNet_Video]() +* [ImageClassification_MultipleImages]() +* [ImageClassification_Video]() +* [ImageClassification_Video_Load]() +* [ImageClassification_VideoScavengerHunt]() +* [ImageClassification_VideoSound]() +* [ImageClassification_VideoSoundTranslate]() + +## Demo + +No demos yet - contribute one today! + +## Tutorials + +### Webcam Image Classification via CodingTrain + + +### Image Classification with MobileNet via CodingTrain + + + + +## Source Code + +* [/src/ImageClassifier]() diff --git a/docs/reference/knn-classifier.md b/docs/reference/knn-classifier.md new file mode 100644 index 000000000..266e8fbe0 --- /dev/null +++ b/docs/reference/knn-classifier.md @@ -0,0 +1 @@ +# Reference: \ No newline at end of file diff --git a/docs/reference/pitch-detection.md b/docs/reference/pitch-detection.md new file mode 100644 index 000000000..266e8fbe0 --- /dev/null +++ b/docs/reference/pitch-detection.md @@ -0,0 +1 @@ +# Reference: \ No newline at end of file diff --git a/docs/reference/pix2pix.md b/docs/reference/pix2pix.md new file mode 100644 index 000000000..266e8fbe0 --- /dev/null +++ b/docs/reference/pix2pix.md @@ -0,0 +1 @@ +# Reference: \ No newline at end of file diff --git a/docs/reference/posenet.md b/docs/reference/posenet.md new file mode 100644 index 000000000..523792308 --- /dev/null +++ b/docs/reference/posenet.md @@ -0,0 +1,267 @@ +# PoseNet + + +
+ pose detection +

image via: https://pdm.com.co/tag/posenet/

+
+ + +## Description + +PoseNet is a machine learning model that allows for Real-time Human Pose Estimation. + +PoseNet can be used to estimate either a single pose or multiple poses, meaning there is a version of the algorithm that can detect only one person in an image/video and one version that can detect multiple persons in an image/video. + +The original PoseNet model was ported to TensorFlow.js by Dan Oved. Check out his blog post. + +## Quickstart + +```js +const video = document.getElementById("video"); + +// Create a new poseNet method +const poseNet = ml5.poseNet(video, modelLoaded); + +// When the model is loaded +function modelLoaded() { + console.log("Model Loaded!"); +} +// Listen to new 'pose' events +poseNet.on("pose", function(results) { + poses = results; +}); +``` + + +## Usage + +### Initialize +There are a couple ways to initialize `ml5.poseNet`. +```js +// Initialize with video, type and callback +const poseNet = ml5.poseNet(?video, ?type, ?callback); +// OR Initialize with video, options and callback +const poseNet = ml5.poseNet(?video, ?options, ?callback); +// OR Initialize WITHOUT video. Just options and callback here +const poseNet = ml5.poseNet(?callback, ?options); +``` + +#### Parameters +* **video**: OPTIONAL. Optional HTMLVideoElement input to run poses on. +* **type**: OPTIONAL. A String value to run `single` or `multiple` estimation. Changes the `detectionType` property of the options. Default is `multiple`. +* **callback**: OPTIONAL. A function that is called when the model is loaded. +* **options**: OPTIONAL. A object that contains properties that effect the posenet model accuracy, results, etc. + + ``` + { + architecture: 'MobileNetV1', + imageScaleFactor: 0.3, + outputStride: 16, + flipHorizontal: false, + minConfidence: 0.5, + maxPoseDetections: 5, + scoreThreshold: 0.5, + nmsRadius: 20, + detectionType: 'multiple', + inputResolution: 513, + multiplier: 0.75, + quantBytes: 2 + } + ``` + +### Properties + +*** +#### .net +> The poseNet model +*** + +*** +#### .video +> The optional video added to the +*** + +*** +#### .architecture +> The model architecture +*** + +*** +#### .detectionType +> The detection type +*** + +*** +#### .imageScaleFactor +> The image scale factor +*** + +*** +#### .outputStride +> Can be one of 8, 16, 32 (Stride 16, 32 are supported for the ResNet architecture and stride 8, 16, 32 are supported for the MobileNetV1 architecture). It specifies the output stride of the PoseNet model. The smaller the value, the larger the output resolution, and more accurate the model at the cost of speed. Set this to a larger value to increase speed at the cost of accuracy. +*** + +*** +#### .flipHorizontal +> Boolean. Flip the image horizontal or not. +*** + +*** +#### .scoreThreshold +> The threshold for returned values. Between 0 and 1. Only return instance detections that have root part score greater or equal to this value. Defaults to 0.5. +*** + + +*** +#### .maxPoseDetections +> the maximum number of poses to detect. Defaults to 5. +*** + +*** +#### .multiplier +> Can be one of 1.01, 1.0, 0.75, or 0.50 (The value is used only by the MobileNetV1 architecture and not by the ResNet architecture). It is the float multiplier for the depth (number of channels) for all convolution ops. The larger the value, the larger the size of the layers, and more accurate the model at the cost of speed. Set this to a smaller value to increase speed at the cost of accuracy. +*** + +*** +#### .inputResolution +> Can be one of 161, 193, 257, 289, 321, 353, 385, 417, 449, 481, 513, and 801. Defaults to 257. It specifies the size the image is resized to before it is fed into the PoseNet model. The larger the value, the more accurate the model at the cost of speed. Set this to a smaller value to increase speed at the cost of accuracy. +*** + +*** +#### .quantBytes +>This argument controls the bytes used for weight quantization. The available options are: 4. 4 bytes per float (no quantization). Leads to highest accuracy and original model size (~90MB). 2. 2 bytes per float. Leads to slightly lower accuracy and 2x model size reduction (~45MB). 1. 1 byte per float. Leads to lower accuracy and 4x model size reduction (~22MB). +*** + +*** +#### .nmsRadius +> Non-maximum suppression part distance. It needs to be strictly positive. Two parts suppress each other if they are less than nmsRadius pixels away. Defaults to 20. +*** + + +### Methods + +*** +#### .on('pose', ...) +> An event listener that returns the results when a pose is detected. You can use this with `.singlePose()` or `.multiPose()` or just listen for poses if you pass in a `video` into the constructor. + +```js +poseNet.on('pose', callback) +``` + +πŸ“₯ **Inputs** + +* **callback**: REQUIRED. A callback function to handle the results when a pose is detected. For example. + + ```js + poseNet.on('pose', function(results) { + // do something with the results + console.log(results); + }) + ``` + +πŸ“€ **Outputs** + +* **Array**: Returns an array of objects. See documentation for `.singlePose()` and `.multiPose` + +*** + + +*** +#### .singlePose() +> Given a number, will make magicSparkles + +```js +poseNet.singlePose(?input) +``` + +πŸ“₯ **Inputs** + +* **input**: Optional. A HTML video or image element or a p5 image or video element. If no input is provided, the default is to use the video given in the constructor. + +πŸ“€ **Outputs** + +* **Array**: Returns an array of objects. A sample is included below. + + ``` + [ + { + pose: { + keypoints: [{position:{x,y}, score, part}, ...], + leftAngle:{x, y, confidence}, + leftEar:{x, y, confidence}, + leftElbow:{x, y, confidence}, + ... + } + } + ] + ``` +*** + +*** +#### .multiPose() +> Given a number, will make magicSparkles + +```js +poseNet.multiPose(?input) +``` + +πŸ“₯ **Inputs** + +* **input**: Optional. Number. A HTML video or image element or a p5 image or video element. If no input is provided, the default is to use the video given in the constructor. + +πŸ“€ **Outputs** + +* **Array**: Returns an array of objects. A sample is included below. + + ``` + [ + { + pose: { + keypoints: [{position:{x,y}, score, part}, ...], + leftAngle:{x, y, confidence}, + leftEar:{x, y, confidence}, + leftElbow:{x, y, confidence}, + ... + } + }, + { + pose: { + keypoints: [{position:{x,y}, score, part}, ...], + leftAngle:{x, y, confidence}, + leftEar:{x, y, confidence}, + leftElbow:{x, y, confidence}, + ... + } + } + ] + ``` +*** + + +## Examples + +**plain javascript** +* [PoseNet_image_single]() +* [PoseNet_part_selection]() +* [PoseNet_webcam]() + + +**p5.js** +* [PoseNet_image_single]() +* [PoseNet_part_selection]() +* [PoseNet_webcam]() + +## Demo + +No demos yet - contribute one today! + +## Tutorials + +### PoseNet featured on Hour of Code via CodingTrain + + + +## Source Code + +* [/src/PoseNet]() diff --git a/docs/reference/sentiment.md b/docs/reference/sentiment.md new file mode 100644 index 000000000..266e8fbe0 --- /dev/null +++ b/docs/reference/sentiment.md @@ -0,0 +1 @@ +# Reference: \ No newline at end of file diff --git a/docs/reference/sketchrnn.md b/docs/reference/sketchrnn.md new file mode 100644 index 000000000..266e8fbe0 --- /dev/null +++ b/docs/reference/sketchrnn.md @@ -0,0 +1 @@ +# Reference: \ No newline at end of file diff --git a/docs/reference/speech-classifier.md b/docs/reference/speech-classifier.md new file mode 100644 index 000000000..266e8fbe0 --- /dev/null +++ b/docs/reference/speech-classifier.md @@ -0,0 +1 @@ +# Reference: \ No newline at end of file diff --git a/docs/reference/style-transfer.md b/docs/reference/style-transfer.md new file mode 100644 index 000000000..266e8fbe0 --- /dev/null +++ b/docs/reference/style-transfer.md @@ -0,0 +1 @@ +# Reference: \ No newline at end of file diff --git a/docs/reference/unet.md b/docs/reference/unet.md new file mode 100644 index 000000000..266e8fbe0 --- /dev/null +++ b/docs/reference/unet.md @@ -0,0 +1 @@ +# Reference: \ No newline at end of file diff --git a/docs/reference/word2vec.md b/docs/reference/word2vec.md new file mode 100644 index 000000000..266e8fbe0 --- /dev/null +++ b/docs/reference/word2vec.md @@ -0,0 +1 @@ +# Reference: \ No newline at end of file diff --git a/docs/reference/yolo.md b/docs/reference/yolo.md new file mode 100644 index 000000000..266e8fbe0 --- /dev/null +++ b/docs/reference/yolo.md @@ -0,0 +1 @@ +# Reference: \ No newline at end of file diff --git a/docs/styleguide/development-guidelines.md b/docs/styleguide/development-guidelines.md new file mode 100644 index 000000000..a48f2ea26 --- /dev/null +++ b/docs/styleguide/development-guidelines.md @@ -0,0 +1,24 @@ +# Development Guidelines + +## Principles for ml5.js source code + +Here are some principles that we try to uphold while developing `ml5-library`: + +| Guideline | description | +| ------------- | ------------ | +| **Clarity over Complexity** | We strive to make using and maintaining ml5 as approachable as possible. This means that we prefer to define sensible `defaults` (more on that later), simple short function names, and hiding data wrangling steps from the user. | +| **Readibility over Fanciness** | We're all for supporting the latest and greatest, but the reality is that the maintainers of ml5 come from a wide background of skills and levels. To promote contributions from all levels, we favor more readable code than the most efficient or streamlined. | +| **Property and function names** | A guideline drawn from Processing is that function and property names should not be more than 2 words mashed together in camelCase. We try our best to adhere to this, except in cases where were are aligning as closely as possible to the API or pretrained model we've wrapped up. This is totally TBD | +| **modelNames** | Our general rule of thumb is to use camelCase for models -- e.g. `ml5.bodyPix()` or `ml5.poseNet()`. In some cases, the rules aren't entirely clear, but this is what we strive for. | +| **Indentation & Code Formatting** | The easiest thing to do here is use a code formatter. You can see our settings in the [.vscode]() file. | + + + +## Principles for ml5.js examples + +In addition to the principles above, we try our best to write our `ml5-examples`: + +| Guideline | description | +| ------------- | ------------ | +| **Beginner friendly first** | We try to make sure the examples are as beginner friendly as possible. For example, this means using `for loops` rather than *fancy (but lovely) javascript array methods* when possible, or sometimes doing things in multiple steps. | +| **With as little HTML markup as possible** | We try to focus as much of the example in javascript as possible. That being said, it is not always possible to avoid HTML markup or advantageous to do so. When possible, add elements with javascript. | diff --git a/docs/styleguide/reference-guidelines.md b/docs/styleguide/reference-guidelines.md new file mode 100644 index 000000000..1c594ddb8 --- /dev/null +++ b/docs/styleguide/reference-guidelines.md @@ -0,0 +1,168 @@ +# NameOfFeature + + +
+ image classification of bird +
+ + +## Description + +Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod +tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, +quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo +consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse +cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non +proident, sunt in culpa qui officia deserunt mollit anim id est laborum. + +## Quickstart + +```js +// Initialize the magicFeature +const magic = ml5.magicFeature('sparkles', modelLoaded); + +// When the model is loaded +function modelLoaded() { + console.log('Model Loaded!'); +} + +// Make some sparkles +magic.makeSparkles(100, function(err, results) { + console.log(results); +}); +``` + + +## Usage + +### Initialize + +```js +const magic = ml5.magicFeature(requiredInput, ?optionalInput1, ?optionalInput2) +``` + +#### Parameters +* **requiredInput**: REQUIRED. Notice there is no question mark in front of the input. +* **optionalInput1**: OPTIONAL. Notice the `?` indicates an optional parameter. +* **optionalInput2**: OPTIONAL. A description of some kind of object with some properties. Notice the `?` indicates an optional parameter. + + ``` + { + sparkleCount: 100, + delightFactor: 1.0, + party: true + } + ``` + +### Properties + + + +*** +#### .property1 +> *String*. A description of the property associated with the new model instance. +*** + + +*** +#### .property2 +> *Object*. A description of the property associated with the new model instance. +*** + +*** +#### .property3 +> *Object*. A description of the property associated with the new model instance. +*** + + +### Methods + + +*** +#### .makeSparkles() +> Given a number, will make magicSparkles + +```js +classifier.makeSparkles(?numberOfSparkles, ?callback) +``` + +πŸ“₯ **Inputs** + +* **numberOfSparkles**: Optional. Number. The number of sparkles you want to return. +* **callback**: Optional. Function. A function to handle the results of `.makeSparkles()`. Likely a function to do something with the results of makeSparkles. + +πŸ“€ **Outputs** + +* **Object**: Returns an array of objects. Each object contains `{something, anotherThing}`. + +*** + + + + +*** +#### .makeDisappear() +> Given an image, will make objects in the image disappear + +```js +classifier.makeDisappear(input, ?numberOfObjects, ?callback) +``` + +πŸ“₯ **Inputs** +* **input**: REQUIRED. HTMLImageElement | HTMLVideoElement | ImageData | HTMLCanvasElement. The image or video you want to run the function on. +* **numberOfObjects**: Optional. Number. The number of objects you want to disappear. +* **callback**: Optional. Function. A function to handle the results of `.makeDisappear()`. Likely a function to do something with the results of the image where objects have disappeared. + +πŸ“€ **Outputs** + +* **Image**: Returns an image. + +*** + + + +## Examples + +**plain javascript** +* [Example 1]() +* [Example 2]() + + +**p5.js** +* [Example 1]() +* [Example 2]() + + +## Demo + +No demos yet - contribute one today! + +## Tutorials + +### MagicFeature Tutorial 1 via CodingTrain + + +### MagicFeature Tutorial 2 via CodingTrain + + + + +## Source Code + +* [/src/MagicFeature]() diff --git a/docs/tutorials/hello-ml5.md b/docs/tutorials/hello-ml5.md new file mode 100644 index 000000000..79823b9da --- /dev/null +++ b/docs/tutorials/hello-ml5.md @@ -0,0 +1,207 @@ +# Hello ml5.js - A gentle introduction to ml5 + + +Hello there! If you've landed here, that probably means you're interested in building your first ml5.js project. If so, wonderful! We invite you to read on. + +
+ +ml5.js is being developed to make machine learning more accessible to a wider audience. Along with supporting education and critical engagement with machine learning, the ml5 team is working actively to wrap exciting machine learning functionality in friendlier and easier-to-use way. The following example introduces you ml5.js through a classic application of machine learning: **image classification**. + +
+ +This example showcases how you can use a [pre-trained model](https://youtu.be/yNkAuWz5lnY?t=33) called [MobileNet](https://github.com/tensorflow/tfjs-models/tree/master/mobilenet) -- a machine learning model trained to recognize the content of certain images -- in ml5.js. The example aims to highlight a general pattern for how ml5.js projects are setup. + +
+ +ml5.js is growing every day, so be sure to see some of the other applications of ml5 in the [reference](/reference) section and their accompanying examples for the latest offerings. + +## Setup + +If you've arrived here, we assume you've checked out our [quickstart](/getting-started) page to get a simple ml5.js project set up. To get this to run, you'll need: + +> + πŸ“ A text editor (e.g. [Atom](https://atom.io/), [VSCode](https://code.visualstudio.com/), [Sublimetext](https://www.sublimetext.com/)) +> + πŸ’» Your web browser: Chrome & Firefox preferred +> + πŸ–Ό An image to run your classification on + + +Your project directory should look something like this: + +``` +|_ /hello-ml5 + |_ πŸ“‚/images + |_ πŸ–Ό bird.png + |_ πŸ—’index.html + |_ πŸ—’sketch.js +``` + +**Where**: + +* πŸ“‚**/hello-ml5**: is the root project folder + *   πŸ“‚**/images**: is a folder that contains your image + *       πŸ–Ό **bird.png**: is a .png image of a bird (it can also be something else!) + *   πŸ—’**index.html**: is an .html file that has your html markup and library references + *   πŸ—’**sketch.js**: is where you'll be writing your javascript + +## Demo + +This example is built with p5.js. You can also find the same example without p5.js [here](https://github.com/ml5js/ml5-examples/tree/release/javascript/ImageClassification). + +
+ + + + +
+ +## Code + +### Your index.html + +Here you can see that we read in the javascript libraries. This includes our ml5.js version as well as p5.js. You can copy and paste this into your **index.html** file or for good practice you can type it all out. Make sure to save the file and refresh your browser after saving. + +```html + + + + + Image classification using MobileNet and p5.js + + + + + + + +

Image classification using MobileNet and p5.js

+ + + + +``` + + +### Your sketch.js + +Inside your **sketch.js** file you can type out (or copy and paste) the following code. Notice in this example we have a reference to "images/bird.png". You'll replace this with the name of your image. + +```javascript +// Initialize the Image Classifier method with MobileNet. A callback needs to be passed. +let classifier; + +// A variable to hold the image we want to classify +let img; + +function preload() { + classifier = ml5.imageClassifier('MobileNet'); + img = loadImage('images/bird.png'); +} + +function setup() { + createCanvas(400, 400); + classifier.classify(img, gotResult); + image(img, 0, 0); +} + +// A function to run when we get any errors and the results +function gotResult(error, results) { + // Display error in the console + if (error) { + console.error(error); + } else { + // The results are in an array ordered by confidence. + console.log(results); + createDiv('Label: ' + results[0].label); + createDiv('Confidence: ' + nf(results[0].confidence, 0, 2)); + } +} +``` + +## Our sketch.js explained in 4 steps + +### Step 1: Define your variables + +Here we define our variables that we will assign our classifier and image to. + +```javascript +// Initialize the Image Classifier method with MobileNet. A callback needs to be passed. +let classifier; + +// A variable to hold the image we want to classify +let img; +``` + +### Step 2: Load your imageClassifier and image + +Use p5's **preload()** function to load our imageClassifier model and our bird image before running the rest of our code. Since machine learning models can be large, it can take time to load. We use **preload()** in this case to make sure our imageClassifier and image are ready to go before we can apply the image classification in the next step. + +```javascript +function preload() { + classifier = ml5.imageClassifier('MobileNet'); + img = loadImage('images/bird.png'); +} +``` + +### Step 3: Setup, classify, and display + +In p5.js we use the **setup()** function for everything in our program that just runs once. In our program, we use the **setup()** function to: +1. create a canvas to render our image +2. call .classify() on our classifier to classify our image +3. render the image to the canvas + +You will notice that the **.classify()** function takes two parameters: 1. the image you want to classify, and 2. a callback function called **gotResult**. Let's look at what **gotResult** does. + +```javascript +function setup() { + createCanvas(400, 400); + classifier.classify(img, gotResult); + image(img, 0, 0); +} +``` + +### Step 4: Define the gotResult() callback function + +The **gotResult()** function takes two parameters: 1. error, and 2. results. These get passed along to **gotResult()** when the **.classify()** function finishes classifying the image. If there is an error, then an **error** will be logged. If our classifier manages to recognize the content of the image, then a **result** will be returned. + +
+ +In the case of our program, we create a **div** that displays the **label** and the **confidence** of the content of the image that has been classified. The **[nf()](https://p5js.org/reference/#/p5/nf)** function is a p5 function that formats our number to a nicer string. + +```javascript +// A function to run when we get any errors and the results +function gotResult(error, results) { + // Display error in the console + if (error) { + console.error(error); + } else { + // The results are in an array ordered by confidence. + console.log(results); + createDiv('Label: ' + results[0].label); + createDiv('Confidence: ' + nf(results[0].confidence, 0, 2)); + } +} +``` + +## And voila! + +You've just made a simple machine learning powered program that: +1. takes an image, +2. classifies the content of that image, and +3. displays the results all in your web browser! + +Not all of our examples are structured exactly like this, but this provides a taste into how ml5.js is trying to make machine learning more approachable. Try using different images and seeing what kinds of things get returned. + +
+ +Some guiding questions you might start to think about are: + +1. When classifying an image with MobileNet, does the computer see people? If not, why do you think that is? +2. Do you notice that MobileNet is better at classifying some animals over others? Why do you think that is? + +## [Source](https://github.com/ml5js/ml5-examples/tree/master/p5js/ImageClassification/ImageClassification) + +- [ml5.js image classification on Github](https://github.com/ml5js/ml5-examples/tree/master/p5js/ImageClassification/ImageClassification) +- [ml5.js image classification on p5 web editor](https://editor.p5js.org/ml5/sketches/ImageClassification) \ No newline at end of file diff --git a/docs/tutorials/local-web-server.md b/docs/tutorials/local-web-server.md new file mode 100644 index 000000000..1c4c33732 --- /dev/null +++ b/docs/tutorials/local-web-server.md @@ -0,0 +1,41 @@ +# Running a local web server + +If you've looked at our [quickstart](/getting-started/) and [introduction to ml5](/getting-started/hello-ml5), you will have dipped your toes into the ml5 universe. + +
+ +A big part of the ml5 project is to create lots of examples as launching points for all your creative project ideas. You can find all of the ml5.js examples at out Github page: [ml5-examples](https://github.com/ml5js/ml5-examples). If you start to explore these examples you can see how the different ml5 functions are used to accomplish different outcomes. We try our best to keep the examples as simple as possible so you can easily start to build your ideas on top of them. + +You can check out all the examples running: +> - [on this massive list](https://github.com/ml5js/ml5-examples#examples-index) +> - [on the p5 web editor](https://editor.p5js.org/ml5/sketches) + +If you'd like to download the examples and run them locally, download the [ml5-examples github repo](https://github.com/ml5js/ml5-examples) and run a local web server at the root directory (if this sentence sounds foreign to you, see the How-To section below). The fastest way to do this is: + +
+ +with **python3** installed on your computer: +```bash +cd /path/to/ml5-examples +python -m http.server 8081 +``` + +
+ +with **python2.7** installed on your computer: + +```bash +cd /path/to/ml5-examples +python -m SimpleHTTPServer 8081 +``` + +Then open up your web browser to the url: **localhost:8081** + +
+ +Here we set the port number to **8081**, but you can change the port number to something else like **3000** (then: **localhost:3030**), **3001** (then: **localhost:3031**) for example. + + +## How to: Run examples and develop "locally" + +Coming soon! In the meantime, you can watch [CodingTrain - getting set up](https://www.youtube.com/watch?v=UCHzlUiDD10) for a nice intro on getting set up with writing code for the web. diff --git a/docs/tutorials/promises-and-callbacks.md b/docs/tutorials/promises-and-callbacks.md new file mode 100644 index 000000000..d7ef7567b --- /dev/null +++ b/docs/tutorials/promises-and-callbacks.md @@ -0,0 +1,53 @@ +# Promises and Callback support in ml5 + +ml5.js is heavily inspired by the syntax, patterns and style of the [p5.js](https://p5js.org/) library. However, there are several differences in how asynchronous operations are handled by ml5.js. ml5.js supports both error-first callbacks and Promises in all methods. + +## Using Callbacks + +In [p5.js](https://p5js.org/), [callbacks](https://developer.mozilla.org/en-US/docs/Glossary/Callback_function) are passed as arguments to functions that often perform some asynchronous operation. For example, [p5.js](https://p5js.org/) defines the [**loadJSON()**](https://p5js.org/reference/#/p5/loadJSON) function as the following: + +```javascript +loadJSON("http//example.com/data.json", function(results) { + // Do something with the results +}); +``` + +Notice that the results from the callback in [p5.js](https://p5js.org/) are given as the only argument to the function. There is no error argument in the callback. + +ml5.js, on the other hand, uses a pattern referred to as an error-first callback: + +> With this pattern, a callback function is passed to the method as an argument. When the operation either completes or an error is raised, the callback function is called with the Error object (if any) passed as the first argument. If no error was raised, the first argument will be passed as null. [Taken from the Node.js documentation](https://nodejs.org/api/errors.html#errors_error_first_callbacks) + +For example if you are using the **imageClassifier()** method, you will need to construct it in the following way: + +```javascript +// Pass a callback function to constructor +const classifier = ml5.imageClassifier('MobileNet', function(err, model) { + console.log('Model Loaded!'); +} + +// Make a prediction with the selected image and pass a callback function with two arguments +classifier.predict(image, function(err, results) { + // Check for errors. If no errors, then do something with the results +}); +``` + +Error first callbacks is a convention common to many JavaScript libraries that we have chosen to adopt. The language JavaScript itself does not enforce this pattern. Keep in mind that most ml5.js methods and functions are asynchronous (machine learning models can take significant amounts of time to process inputs and generate outputs!). You will need to use the error-first callback pattern if you want to use callbacks. + +##Β Using Promises + +ml5.js also supports [Promises](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Promise). If no callback is provided to any asynchronous function then a Promise is returned. + +With Promises, the image classification example can be used in the following way: + +```javascript +// No callback needs to be passed to use Promises. +ml5 + .imageClassifier("MobileNet") + .then(classifier => classifier.predict(image)) + .then(results => { + // Do something with the results + }); +``` + +For some video tutorials about Promises, you can find this [Coding Train playlist](https://www.youtube.com/playlist?list=PLRqwX-V7Uu6bKLPQvPRNNE65kBL62mVfx). There is also a [video tutorial about the ES6 arrow notation (**=>**)](https://youtu.be/mrYMzpbFz18). diff --git a/package-lock.json b/package-lock.json index 0d3083210..0ff71296b 100644 --- a/package-lock.json +++ b/package-lock.json @@ -1,6 +1,6 @@ { "name": "ml5", - "version": "0.3.2", + "version": "0.3.1", "lockfileVersion": 1, "requires": true, "dependencies": { @@ -604,6 +604,48 @@ } } }, + "ansi-align": { + "version": "2.0.0", + "resolved": "https://registry.npmjs.org/ansi-align/-/ansi-align-2.0.0.tgz", + "integrity": "sha1-w2rsy6VjuJzrVW82kPCx2eNUf38=", + "dev": true, + "requires": { + "string-width": "^2.0.0" + }, + "dependencies": { + "ansi-regex": { + "version": "3.0.0", + "resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-3.0.0.tgz", + "integrity": "sha1-7QMXwyIGT3lGbAKWa922Bas32Zg=", + "dev": true + }, + "is-fullwidth-code-point": { + "version": "2.0.0", + "resolved": "https://registry.npmjs.org/is-fullwidth-code-point/-/is-fullwidth-code-point-2.0.0.tgz", + 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"^4.3.0", "eslint": "4.18.2", "eslint-config-airbnb-base": "12.1.0", "eslint-config-prettier": "^4.1.0", @@ -108,4 +110,4 @@ "events": "^3.0.0", "face-api.js": "0.20.1" } -} \ No newline at end of file +} From 2c9af603db5ef48b21acf4638629945340c41272 Mon Sep 17 00:00:00 2001 From: Joey Lee Date: Fri, 30 Aug 2019 14:57:38 -0400 Subject: [PATCH 044/108] Adds documentation for references to docsify docs (#557) * add note on all contributors bot * adds faceapi header img" * adds design guidelines * adds design guidelines to sidebar * adds section for p5 web editor examples * adds cvae refs * update bodypix and charrnn docs * added dcgan docs * adds pitch detection docs * adds featureExtractor docs * adds knn classifier * update tutorial refs * adds pix2pix doc * adds sentiment docs * adds sketchrnn ref * adds sound classifier * adds styletransfer docs * adds unet docs * adds word2vec docs * adds yolo docs * adds acknowledgements section * adds acknowledgements section --- docs/_sidebar.md | 3 +- docs/images/reference__header-dcgan.png | Bin 0 -> 1988821 bytes docs/images/reference__header-faceapi.png | Bin 0 -> 293767 bytes docs/reference/bodypix.md | 13 + docs/reference/charrnn.md | 12 + docs/reference/cvae.md | 115 ++++++++- docs/reference/dcgan.md | 144 +++++++++++- docs/reference/feature-extractor.md | 267 ++++++++++++++++++++- docs/reference/image-classifier.md | 8 + docs/reference/knn-classifier.md | 274 +++++++++++++++++++++- docs/reference/pitch-detection.md | 141 ++++++++++- docs/reference/pix2pix.md | 116 ++++++++- docs/reference/posenet.md | 9 + docs/reference/sentiment.md | 114 ++++++++- docs/reference/sketchrnn.md | 144 +++++++++++- docs/reference/sound-classifier.md | 126 ++++++++++ docs/reference/speech-classifier.md | 1 - docs/reference/style-transfer.md | 119 +++++++++- docs/reference/unet.md | 118 +++++++++- docs/reference/word2vec.md | 209 ++++++++++++++++- docs/reference/yolo.md | 135 ++++++++++- docs/styleguide/design-guidelines.md | 34 +++ docs/styleguide/development-guidelines.md | 13 + docs/styleguide/reference-guidelines.md | 13 + 24 files changed, 2114 insertions(+), 14 deletions(-) create mode 100644 docs/images/reference__header-dcgan.png create mode 100644 docs/images/reference__header-faceapi.png create mode 100644 docs/reference/sound-classifier.md delete mode 100644 docs/reference/speech-classifier.md create mode 100644 docs/styleguide/design-guidelines.md diff --git a/docs/_sidebar.md b/docs/_sidebar.md index 2bb54b2c0..3936e2e47 100644 --- a/docs/_sidebar.md +++ b/docs/_sidebar.md @@ -35,4 +35,5 @@ * [Maintainer Notes]() * [Style Guide]() * [Reference guidelines](./styleguide/reference-guidelines.md) - * [Development guidelines](./styleguide/development-guidelines.md) \ No newline at end of file + * [Development guidelines](./styleguide/development-guidelines.md) + * [Design guidelines](./styleguide/design-guidelines.md) \ No newline at end of file diff --git a/docs/images/reference__header-dcgan.png 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gy21Cbt}x{vRc*EZ;ULD~7!P + generated images from google quickdraw + + + +## Description + +An autoencoder is an neural network that learns how to encode data (like the pixels of an image) into a smaller representation. This is akin to image compression (although classic image compression algorithms are better!) A Variational Autoencoder (VAE) takes this idea one step further and is trained generate new images in the style of training data by sprinkling in a little bit of randomness. Conditional Variational Autoencoder (CVAE) is an extension of this idea with the ability to be more specific about what is generated. From [Two Minute Papers](https://www.youtube.com/watch?v=Rdpbnd0pCiI), the author explains that:
+ +*"Autoencoders are neural networks that are capable of creating sparse representations of the input data and can therefore be used for image compression. There are denoising autoencoders that after learning these sparse representations, can be presented with noisy images. What is even better is a variant that is called the variational autoencoder that not only learns these sparse representations, but can also draw new images as well. We can, for instance, ask it to create new handwritten digits and we can actually expect the results to make sense!"* + + +## Quickstart + +```js +const cvae = ml5.CVAE('model/quick_draw/manifest.json', modelReady); + +function modelReady() { + // generate an image of an airplane + cvae.generate('airplane', gotImage); +} + +function gotImage(error, result) { + if (error) { + console.log(error); + return; + } + // log the result + console.log(result); +} +``` + + +## Usage + +### Initialize + +```js +const magic = ml5.CVAE(?model, ?callback) +``` + +#### Parameters +* **model**: REQUIRED. The url path to your model. Can be an absolute or relative path. +* **callback**: REQUIRED. A function to run once the model has been loaded. + + +### Properties + +*** +#### .ready +> *BOOLEAN*. Boolean value that specifies if the model has loaded. +*** + + +### Methods + + +*** +#### .generate(label, callback); +> Given a label, will generate an image. + +```js +cvae.generate(label, callback); +``` + +πŸ“₯ **Inputs** + +* **label**: REQUIRED. String. A label of the feature your want to generate. +* **callback**: REQUIRED. Function. A function to handle the results of ".generate()". Likely a function to do something with the generated image data. + +πŸ“€ **Outputs** + +* **Object**: Returns "raw", "blob", and "tensor". If p5.js is available, a "p5Image" will be returned as well. + +*** + + +## Examples + +**plain javascript** +* [CVAE_QuickDraw]() + +**p5.js** +* [CVAE_QuickDraw]() + +**p5 web editor** +* [CVAE_QuickDraw]() + + + +## Demo + +No demos yet - contribute one today! + +## Tutorials + +No tutorials yet - contribute one today! + +## Acknowledgements + +**Contributors**: + * Name 1 + * Name 2 + +**Credits**: + * Paper Reference | Website URL | Github Repo | Book reference | etc + + +## Source Code + +[/src/CVAE/](https://github.com/ml5js/ml5-library/tree/release/src/CVAE) diff --git a/docs/reference/dcgan.md b/docs/reference/dcgan.md index 266e8fbe0..bcbcaf350 100644 --- a/docs/reference/dcgan.md +++ b/docs/reference/dcgan.md @@ -1 +1,143 @@ -# Reference: \ No newline at end of file +# DCGAN: Deep Convolutional Generative Adversarial Networks + + +

+ generated map images +
+ + +## Description + +You can use neural networks to generate new content. A Generative Adversarial Network (GAN) is a machine learning architecture where two neural networks are adversaries competing. One neural network is a "generator", it makes new images. The other is a "discriminator" and tries to guess if the image is "fake" (made by the generator) or "real" (from the training data). Once the discriminator can no longer guess correctly, the model is trained! A DCGAN is a Deep Convolutional Generative Adversarial Network. + +ml5.js provides a few default pre-trained models for DCGAN, but you may consider training your own DCGAN to generate images of things you're interested in. +## Quickstart + +```js +const dcgan = ml5.DCGAN('model/geo/manifest.json', modelReady); + +// When the model is loaded +function modelReady() { + // Generate a new image + dcgan.generate(gotImage); +} + +function gotImage(err, result) { + if (err) { + console.log(err); + return; + } + // The generated image is in the result + console.log(result); +} +``` + + +## Usage + +### Initialize + +```js +const dcgan = ml5.DCGAN(modelPath, callback) +``` + +#### Parameters +* **modelPath**: REQUIRED. This will be a JSON object called `manifest.json` that contains information about your pre-trained GAN and the url to the `model.json` file that contains your pre-trained model. The `model` property can also point to an absolute URL e.g. `"https://raw.githubusercontent.com/ml5js/ml5-data-and-models/master/models/dcgan/face/model.json"` + + ```json + { + "description": "Aerial Images of Santiago, Chile 64x64 (16 MB)", + "model": "model/geo/model.json", + "modelSize": 64, + "modelLatentDim": 128 + } + ``` +* **callback**: Required. A function to run once the model has been loaded. + + +### Properties + + + +*** +#### .modelReady +> *Boolean*. Boolean value that specifies if the model has loaded. +*** + + +*** +#### .model +> *Object*. An object that specifies the model properties +*** + +*** +#### .modelPath +> *String*. The name of the model being used to generate images +*** + + +### Methods + + +*** +#### .generate() +> Given a number, will make magicSparkles + +```js +dcgan.generate(callback, ?latentVector); +``` + +πŸ“₯ **Inputs** + +* **callback**: REQUIRED. Function. A function to handle the results of ".generate()". Likely a function to do something with the generated image data. +* **latentVector**: OPTIONAL. An array. A vector to explore the latent space of the model. If no latentVector is given, then a random "location" in the latent space is returned. + +πŸ“€ **Outputs** + +* **Object**: Returns "raw", "blob", and "tensor". If p5.js is available, a "p5Image" will be returned as well. + +*** + + +## Examples + +**plain javascript** +* [DCGAN_LatentVector]() +* [DCGAN_LatentVector_RandomWalk]() +* [DCGAN_LatentVector_Slider]() +* [DCGAN_Random]() + + +**p5.js** +* [DCGAN_LatentVector]() +* [DCGAN_LatentVector_RandomWalk]() +* [DCGAN_LatentVector_Slider]() +* [DCGAN_Random]() + +**p5 web editor** +* [DCGAN_LatentVector]() +* [DCGAN_LatentVector_RandomWalk]() +* [DCGAN_LatentVector_Slider]() +* [DCGAN_Random]() + +## Demo + +No demos yet - contribute one today! + +## Tutorials + +No demos yet - contribute one today! + +## Acknowledgements + +**Contributors**: + * Name 1 + * Name 2 + +**Credits**: + * Paper Reference | Website URL | Github Repo | Book reference | etc + + +## Source Code + +* [/src/MagicFeature]() diff --git a/docs/reference/feature-extractor.md b/docs/reference/feature-extractor.md index 266e8fbe0..31b7b99c0 100644 --- a/docs/reference/feature-extractor.md +++ b/docs/reference/feature-extractor.md @@ -1 +1,266 @@ -# Reference: \ No newline at end of file +# FeatureExtractor + + +
+ image classification of bird +
+ + +## Description + +You can use neural networks to recognize the content of images. Most of the time you will be using a "pre-trained" model trained on a large dataset to classify an image into a fixed set of categories. However you can also use a part of the pre-trained model: the [features](https://en.wikipedia.org/wiki/Feature_extraction). Those features allow you to 'retrain' or 'reuse' the model for a new custom task. This is known as [Transfer Learning](https://en.wikipedia.org/wiki/Transfer_learning). + +This class allows you to extract features of an image via a pre-trained model and re-train that model with new data. + +## Quickstart + +```js +// Extract the already learned features from MobileNet +const featureExtractor = ml5.featureExtractor("MobileNet", modelLoaded); + +// When the model is loaded +function modelLoaded() { + console.log("Model Loaded!"); +} + +// Create a new classifier using those features and with a video element +const classifier = featureExtractor.classification(video, videoReady); + +// Triggers when the video is ready +function videoReady() { + console.log("The video is ready!"); +} + +// Add a new image with a label +classifier.addImage(document.getElementById("dogA"), "dog"); + +// Retrain the network +classifier.train(function(lossValue) { + console.log("Loss is", lossValue); +}); + +// Get a prediction for that image +classifier.classify(document.getElementById("dogB"), function(err, result) { + console.log(result); // Should output 'dog' +}); +``` + + +## Usage + +### Initialize + +```js +// initial without options +const featureExtractor = ml5.featureExtractor(model, ?callback) +// OR with options included +const featureExtractor = ml5.featureExtractor(model, ?options, ?callback) +``` + +#### Parameters +* **model**: REQUIRED. The model from which extract the learned features. Case-insensitive +* **callback**: OPTIONAL. A function to be executed once the model has been loaded. If no callback is provided, it will return a promise that will be resolved once the model has loaded. +* **options**: OPTIONAL. An object containing custom options. For the MobileNet model these are the custom options you can reset. + + ``` + { + version: 1, + alpha: 1.0, + topk: 3, + learningRate: 0.0001, + hiddenUnits: 100, + epochs: 20, + numLabels: 2, + batchSize: 0.4, + } + ``` + +### Properties + +*** +#### .modelLoaded +> Boolean value that specifies if the model has loaded. +*** + +*** +#### .hasAnyTrainedClass +> Boolean value that specifies if new data has been added to the model +*** + +*** +#### .usageType +> String that specifies how is the Extractor being used. Possible values are 'regressor' and 'classifier' +*** + +*** +#### .isPredicting +> Boolean value to check if the model is predicting. +*** + + + +### Methods + + +*** +#### .classification(**?video**, **?callback**) +> Use the features of MobileNet as a classifier + +```js +featureExtractor.classification(?video, ?callback) +``` + +πŸ“₯ **Inputs** + +* **video**: Optional. An HTML video element or a p5.js video element. +* **callback**: Optional. A function to be called once the video is ready. If no callback is provided, it will return a promise that will be resolved once the video element has loaded. + +πŸ“€ **Outputs** + +* n/a + +*** + +*** +#### .regression() +> Use the features of MobileNet as a regressor + +```js +featureExtractor.regression(?video, ?callback) +``` + +πŸ“₯ **Inputs** +* **video**: Optional. An HTML video element or a p5.js video element. +* **callback**: Optional. A function to be called once the video is ready. If no callback is provided, it will return a promise that will be resolved once the video element has loaded. + +πŸ“€ **Outputs** + +* n/a + +*** + +*** +#### .addImage() +> Adds a new image element to the featureExtractor for training + +```js +featureExtractor.addImage(label, ?callback) +// OR +featureExtractor.addImage(input, label, ?callback) +``` + +πŸ“₯ **Inputs** +* **input** - Optional. An HTML image or video element or a p5 image or video element. If not input is provided, the video element provided in the method-type will be used. +* **label** - The label to associate the new image with. When using the classifier this can be strings or numbers. For a regressor, this needs to be a number. +* **callback** - Optional. A function to be called once the new image has been added to the model. If no callback is provided, it will return a promise that will be resolved once the image has been added. + +πŸ“€ **Outputs** + +* n/a + +*** + +*** +#### .train() +> Retrain the model with the provided images and labels using the models original features as starting point. + +```js +featureExtractor.train(?callback) +``` + +πŸ“₯ **Inputs** +* **callback** - Optional. A function to be called to follow the progress of the training. + +πŸ“€ **Outputs** + +* n/a + +*** + +*** +#### .classify() +> Classifies an an image based on a new retrained model. `.classification()` needs to be used with this. + +```js +featureExtractor.classify(?callback) +// OR +featureExtractor.classify(input, ?callback) +``` + +πŸ“₯ **Inputs** +* **input** - Optional. An HTML image or video element or a p5 image or video element. If not input is provided, the video element provided in the method-type will be used. +* **callback** - Optional. A function to be called once the input has been classified. If no callback is provided, it will return a promise that will be resolved once the model has classified the image. + +πŸ“€ **Outputs** +* **Object** - returns the {label, confidence} + +*** + + + +*** +#### .predict() +> Predicts a continuous value based on a new retrained model. `.regression()` needs to be used with this. + +```js +featureExtractor.predict(?callback) +// OR +featureExtractor.predict(input, ?callback) +``` + +πŸ“₯ **Inputs** +* **input** - Optional. An HTML image or video element or a p5 image or video element. If not input is provided, the video element provided when creating the regression will be used. +* **callback** - Optional. A function to be called once the input has been predicted. If no callback is provided, it will return a promise that will be resolved once the model has predicted the image. + +πŸ“€ **Outputs** +* **Object** - an object with {value}. + +*** + + + + +## Examples + +**plain javascript** +* [FeatureExtractor_Image_Regression]() +* [FeatureExtractor_Image_Classification]() + + +**p5.js** +* [FeatureExtractor_Image_Regression]() +* [FeatureExtractor_Image_Classification]() + +**p5 web editor** +* [FeatureExtractor_Image_Regression]() +* [FeatureExtractor_Image_Classification]() + + +## Demo + +No demos yet - contribute one today! + +## Tutorials + +### ml5.js Feature Extractor Classification via CodingTrain + + +### ml5.js Transfer Learning with Feature Extractor via CodingTrain + + +### ml5.js Feature Extractor Regression via CodingTrain + + +## Acknowledgements + +**Contributors**: + * Name 1 + * Name 2 + +**Credits**: + * Paper Reference | Website URL | Github Repo | Book reference | etc + +## Source Code + +[src/FeatureExtractor](https://github.com/ml5js/ml5-library/tree/release/src/FeatureExtractor) + diff --git a/docs/reference/image-classifier.md b/docs/reference/image-classifier.md index 1c572b90c..54f015e4d 100644 --- a/docs/reference/image-classifier.md +++ b/docs/reference/image-classifier.md @@ -140,6 +140,14 @@ No demos yet - contribute one today! +## Acknowledgements + +**Contributors**: + * Name 1 + * Name 2 + +**Credits**: + * Paper Reference | Website URL | Github Repo | Book reference | etc ## Source Code diff --git a/docs/reference/knn-classifier.md b/docs/reference/knn-classifier.md index 266e8fbe0..5e8f8f2eb 100644 --- a/docs/reference/knn-classifier.md +++ b/docs/reference/knn-classifier.md @@ -1 +1,273 @@ -# Reference: \ No newline at end of file +# KNNClassifier: K-Nearest Neighbors Classifier + + +
+ image classification of bird +
+ + +## Description + +*"In pattern recognition, the k-nearest neighbors algorithm (k-NN) is a non-parametric method used for classification and regression.[1] In both cases, the input consists of the k closest training examples in the feature space."* - [Wikipedia](https://en.wikipedia.org/wiki/K-nearest_neighbors_algorithm) + +This class allows you to create a classifier using the [K-Nearest Neighbors](https://en.wikipedia.org/wiki/K-nearest_neighbors_algorithm) algorithm. It's a little different from other classes in this library, because it doesn't provide a model with weights, but rather a utility for constructing a KNN model using outputs from another model or any other data that could be classified. + +For example, you could get features of an image by calling `FeatureExtractor.infer()`, and feed the features to KNNClassifier to classify an image. + +You can also collect any kind of data, construct them into an array of numbers and feed them to KNNClassifier. Check out this [example](/docs/knnclassifier-posenet) that uses KNNClassifier to classify data from [PoseNet](/docs/PoseNet) model. + +## Quickstart + +```js +// Create a KNN classifier +const knnClassifier = ml5.KNNClassifier(); + +// Create a featureExtractor that can extract features of an image +const featureExtractor = ml5.featureExtractor("MobileNet", modelReady); + +// Get the features of an image +const features = featureExtractor.infer(myImg); + +// Add an example with a label to the KNN Classifier +knnClassifier.addExample(features, label); + +// Use KNN Classifier to classify these features +knnClassifier.classify(features, function(err, result) { + console.log(result); // result.label is the predicted label +}); +``` + + +## Usage + +### Initialize + +```js +const knnClassifier = ml5.KNNClassifier(); +``` + +#### Parameters +* no inputs needed + +### Properties + + + +### Methods + + +*** +#### .addExample() +> Adding an example to a class. + +```js +knnClassifier.addExample(example, indexOrLabel) +``` + +πŸ“₯ **Inputs** + +* **example**: Required. An example to add to the dataset, usually an activation from another model +* **indexOrLabel**: Required. String | Number. The class index(number) or label(string) of the example. + +πŸ“€ **Outputs** + +* n/a + +*** + + + +*** +#### .classify() +> Classify an new input. + +```js +knnClassifier.classify(input, callback?) +// OR +knnClassifier.classify(input, k?, callback?) +``` + +πŸ“₯ **Inputs** +* **input**: REQUIRED. An example to make a prediction on, could be an activation from another model or an array of numbers. +* **k**: Optional. Number. The K value to use in K-nearest neighbors. The algorithm will first find the K nearest examples from those it was previously shown, and then choose the class that appears the most as the final prediction for the input example. Defaults to 3. If examples < k, k = examples. +* **callback**: Optional. Function. A function to be called once the input has been classified. If no callback is provided, it will return a promise that will be resolved once the model has classified the new input. + +πŸ“€ **Outputs** + +* **Object**: It returns an object with a top classIndex and label, confidences mapping all class indices to their confidence, and confidencesByLabel mapping all classes' confidence by label. + +*** + + +*** +#### .clearLabel() +> Clears the specified label. + +```js +knnClassifier.clearLabel(indexOrLabel) +``` + +πŸ“₯ **Inputs** +* **input**: REQUIRED. The class index or label, a number or a string. + +πŸ“€ **Outputs** + +* n/a + +*** + +*** +#### .clearAllLabels() +> Clear all examples in all labels + +```js +knnClassifier.clearAllLabels() +``` + +πŸ“₯ **Inputs** +* n/a + +πŸ“€ **Outputs** + +* n/a + +*** + + +*** +#### .getCountByLabel() +> Get the example count for each label. It returns an object that maps class label to example count for each class. + +```js +knnClassifier.getCountByLabel() +``` + +πŸ“₯ **Inputs** +* n/a + +πŸ“€ **Outputs** + +* n/a + +*** + + +*** +#### .getCount() +> Get the example count for each class. It returns an object that maps class index to example count for each class. + +```js +knnClassifier.getCount() +``` + +πŸ“₯ **Inputs** +* n/a + +πŸ“€ **Outputs** + +* n/a + +*** + +*** +#### .getNumLabels() +> It returns the total number of labels. + +```js +knnClassifier.getNumLabels() +``` + +πŸ“₯ **Inputs** +* n/a + +πŸ“€ **Outputs** + +* n/a + +*** + + +*** +#### .save() +> Download the whole dataset as a JSON file. It's useful for saving state. + +```js +knnClassifier.save(fileName?) +``` + +πŸ“₯ **Inputs** +* **fileName**: Optional. The name of the JSON file that will be downloaded. e.g. "myKNN" or "myKNN.json". If no fileName is provided, the default file name is "myKNN.json". + +πŸ“€ **Outputs** + +* Saved file + +*** + +*** +#### .load() +> Load a dataset from a JSON file. It's useful for restoring state. + +```js +knnClassifier.load(path, callback?) +``` + +πŸ“₯ **Inputs** +* **path**: The path for a valid JSON file. +* **callback**: Optional. A function to run once the dataset has been loaded. If no callback is provided, it will return a promise that will be resolved once the dataset has loaded. + +πŸ“€ **Outputs** + +* n/a + +*** + + +## Examples + +**plain javascript** +* [KNNClassification_PoseNet]() +* [KNNClassification_Video]() +* [KNNClassification_VideoSound]() +* [KNNClassification_VideoSquare]() + + +**p5.js** +* [KNNClassification_PoseNet]() +* [KNNClassification_Video]() +* [KNNClassification_VideoSound]() +* [KNNClassification_VideoSquare]() + +**p5 web editor** +* [KNNClassification_PoseNet]() +* [KNNClassification_Video]() +* [KNNClassification_VideoSound]() +* [KNNClassification_VideoSquare]() + +## Demo + +No demos yet - contribute one today! + +## Tutorials + +### KNN Classification Part 1 via CodingTrain + + +### KNN Classification Part 2 via CodingTrain + + +### KNN Classification Part 3 via CodingTrain + + +## Acknowledgements + +**Contributors**: + * Name 1 + * Name 2 + +**Credits**: + * Paper Reference | Website URL | Github Repo | Book reference | etc + +## Source Code + +[/src/KNNClassifier/](https://github.com/ml5js/ml5-library/tree/release/src/KNNClassifier) diff --git a/docs/reference/pitch-detection.md b/docs/reference/pitch-detection.md index 266e8fbe0..f4de60f64 100644 --- a/docs/reference/pitch-detection.md +++ b/docs/reference/pitch-detection.md @@ -1 +1,140 @@ -# Reference: \ No newline at end of file +# PitchDetection + + +
+ image classification of bird +
+ + +## Description + +A pitch detection algorithm is a way of estimating the pitch or fundamental frequency of an audio signal. This method allows to use a pre-trained machine learning pitch detection model to estimate the pitch of sound file. + +At present ml5.js only supports the CREPE model. This model is a direct port of [github.com/marl/crepe](https://github.com/marl/crepe) and only works with direct input from the browser microphone. + +## Quickstart + +```js +const audioContext = new AudioContext(); +// const MicStream = MicStream +const pitch = ml5.pitchDetection( + "./model/", + audioContext, + MicStream, + modelLoaded +); + +// When the model is loaded +function modelLoaded() { + console.log("Model Loaded!"); +} + +pitch.getPitch(function(err, frequency) { + console.log(frequency); +}); +``` + + +## Usage + +### Initialize + +```js +const detector = ml5.pitchDetection(model, audioContext, stream, callback); +``` + +#### Parameters +* **model**: REQUIRED. The path to the trained model. Only [CREPE](https://github.com/marl/crepe) is available for now. Case insensitive. +* **audioContext**: REQUIRED. The browser audioContext to use. +* **stream MediaStream**: REQUIRED. The media stream to use. +* **callback**: Optional. A callback to be called once the model has loaded. If no callback is provided, it will return a promise that will be resolved once the model has loaded. + +### Properties + + +*** +#### .audioContext +> the AudioContext instance. Contains sampleRate, currentTime, state, baseLatency. +*** + +*** +#### .model +> the pitch detection model. +*** + +*** +#### .results +> the current pitch prediction results from the classification model. +*** + +*** +#### .running +> a boolean value stating whether the model instance is running or not. +*** + +*** +#### .stream +> the MediaStream instance. Contains an id and a boolean `active` value. +*** + + + +### Methods + + +*** +#### .getPitch() +> gets the pitch. + +```js +detector.getPitch(?callback) +``` + +πŸ“₯ **Inputs** + +* **callback**: Optional. A function to be called when the model has generated content. If no callback is provided, it will return a promise that will be resolved once the model has predicted the pitch. + +πŸ“€ **Outputs** + +* **Object**: Returns the pitch from the model attempting to predict the pitch. + +*** + + +## Examples + +**plain javascript** +* [PitchDetection]() +* [PitchDetection_Game]() + + +**p5.js** +* [PitchDetection]() +* [PitchDetection_Game]() +* [PitchDetection_Piano]() + +**p5 web editor** +* [PitchDetection]() +* [PitchDetection_Game]() +* [PitchDetection_Piano]() + +## Demo + +No demos yet - contribute one today! + +## Tutorials + +No tutorials yet - contribute one today! + +## Acknowledgements + +**Contributors**: + * Name 1 + * Name 2 + +**Credits**: + * Paper Reference | Website URL | Github Repo | Book reference | etc + +## Source Code + +[/src/PitchDetection](https://github.com/ml5js/ml5-library/tree/release/src/PitchDetection) diff --git a/docs/reference/pix2pix.md b/docs/reference/pix2pix.md index 266e8fbe0..6dbf66ed1 100644 --- a/docs/reference/pix2pix.md +++ b/docs/reference/pix2pix.md @@ -1 +1,115 @@ -# Reference: \ No newline at end of file +# NameOfFeature + + +
+ image classification of bird +
+ + +## Description + +Image-to-image translation with conditional adversarial nets, or pix2pix, is a machine learning technique developed by +[Isola et al](https://github.com/phillipi/pix2pix) that learns how to map input images to output images. + +*The pix2pix model works by training on pairs of images such as building facade labels to building facades, and then attempts to generate the corresponding output image from any input image you give it. [Source](https://affinelayer.com/pixsrv/)* + +The original pix2pix TensorFlow implementation was made by [affinelayer](https://github.com/affinelayer/pix2pix-tensorflow). +This version is heavily based on [Christopher Hesse TensorFlow.js implementation](https://github.com/affinelayer/pix2pix-tensorflow/tree/master/server) + +## Quickstart + +```js +// Create a pix2pix model using a pre trained network +const pix2pix = ml5.pix2pix("models/customModel.pict", modelLoaded); + +// When the model is loaded +function modelLoaded() { + console.log("Model Loaded!"); +} + +// Transfer using a canvas +pix2pix.transfer(canvas, function(err, result) { + console.log(result); +}); +``` + + +## Usage + +### Initialize + +```js +const styleTransfer = ml5.pix2pix(model, ?callback); +``` + +#### Parameters +* **model**: REQUIRED. The path for a valid model. +* **callback**: OPTIONAL. A function to run once the model has been loaded. If no callback is provided, it will return a promise that will be resolved once the model has loaded. + + +### Properties + +*** +#### .ready +> Boolean to check if the model has loaded +*** + + +### Methods + + +*** +#### .transfer() +> Given an canvas element, applies image-to-image translation using the provided model. Returns an image. + +```js +styleTransfer.transfer(canvas, ?callback) +``` + +πŸ“₯ **Inputs** + +* **canvas**: Required. A HTML canvas element. +* **callback**: Optional. A function to run once the model has made the transfer. If no callback is provided, it will return a promise that will be resolved once the model has made the transfer. + +πŸ“€ **Outputs** + +* **Image**: returns an HTMLImageObject + +*** + + +## Examples + +**plain javascript** +* [Pix2Pix_callback]() +* [Pix2Pix_promise]() + + +**p5.js** +* [Pix2Pix_callback]() +* [Pix2Pix_promise]() + +**p5 web editor** +* [Pix2Pix_callback]() +* [Pix2Pix_promise]() + +## Demo + +No demos yet - contribute one today! + +## Tutorials + +No tutorials yet - contribute one today! + +## Acknowledgements + +**Contributors**: + * Name 1 + * Name 2 + +**Credits**: + * Paper Reference | Website URL | Github Repo | Book reference | etc + +## Source Code + +[/src/Pix2pix](https://github.com/ml5js/ml5-library/tree/release/src/Pix2pix) diff --git a/docs/reference/posenet.md b/docs/reference/posenet.md index 523792308..c12054ee9 100644 --- a/docs/reference/posenet.md +++ b/docs/reference/posenet.md @@ -262,6 +262,15 @@ No demos yet - contribute one today! +## Acknowledgements + +**Contributors**: + * Name 1 + * Name 2 + +**Credits**: + * Paper Reference | Website URL | Github Repo | Book reference | etc + ## Source Code * [/src/PoseNet]() diff --git a/docs/reference/sentiment.md b/docs/reference/sentiment.md index 266e8fbe0..4c422982a 100644 --- a/docs/reference/sentiment.md +++ b/docs/reference/sentiment.md @@ -1 +1,113 @@ -# Reference: \ No newline at end of file +# Sentiment + + +
+ image classification of bird +
+ + +## Description + +Sentiment is a model trained to predict the sentiment of any given text. The default model, currently 'moviereviews', is trained using IMDB reviews that have been truncated to a maximum of 200 words, only the 20000 most used words in the reviews are used. + +## Quickstart + +```js +// Create a new Sentiment method +const sentiment = ml5.sentiment('movieReviews', modelReady); + +// When the model is loaded +function modelReady() { + // model is ready + console.log("Model Loaded!"); +} + +// make the prediction +const prediction = sentiment.predict(text); +console.log(prediction); +``` + + +## Usage + +### Initialize + +```js +const magic = ml5.Sentiment(model, ?callback ) +``` + +#### Parameters +* **model**: REQUIRED. Defaults to 'moviereviews'. You can also use a path to a `manifest.json` file via a relative or absolute path. +* **callback**: OPTIONAL. A callback function that is called once the model has loaded. If no callback is provided, it will return a promise that will be resolved once the model has loaded. + + +### Properties + +*** +#### .ready +> Boolean value that specifies if the model has loaded. +*** + +*** +#### .model +> The model being used. +*** + + +### Methods + + +*** +#### .predict() +> Given a number, will make magicSparkles + +```js +sentiment.predict(text) +``` + +πŸ“₯ **Inputs** + +* **text**: Required. String. A string of text to predict + + +πŸ“€ **Outputs** + +* **Object**: Scores the sentiment of given text with a value between 0 ("negative") and 1 ("positive"). + +*** + + +## Examples + +**plain javascript** +* [Sentiment_Interactive]() + +**p5.js** +* [Sentiment_Interactive]() + +**p5 web editor** +* [Sentiment_Interactive]() + +## Demo + +No demos yet - contribute one today! + +## Tutorials + +No tutorials yet - contribute one today! + + +## Acknowledgements + +**Contributors**: + * Name 1 + * Name 2 + +**Credits**: + * Paper Reference | Website URL | Github Repo | Book reference | etc + + +## Source Code + +[/src/Sentiment/](https://github.com/ml5js/ml5-library/tree/release/src/Sentiment) + diff --git a/docs/reference/sketchrnn.md b/docs/reference/sketchrnn.md index 266e8fbe0..f5cce6e25 100644 --- a/docs/reference/sketchrnn.md +++ b/docs/reference/sketchrnn.md @@ -1 +1,143 @@ -# Reference: \ No newline at end of file +# SketchRnn + + +
+ image classification of bird +
+ + +## Description + +SketchRNN is a recurrent neural network model trained on millions of doodles collected from the [Quick, Draw! game](https://quickdraw.withgoogle.com/). The SketchRNN model can create new drawings (from a list of categories) based on an initial path. + +This original paper and implementation of SketchRNN was made in TensorFlow and ported to [Magenta.js](https://magenta.tensorflow.org/get-started/#magenta-js) by [David Ha](https://twitter.com/hardmaru). The ml5.js implementation was ported by [Reiichiro Nakano](https://github.com/reiinakano). + +The ml5 library includes [a list of supported SketchRNN models](https://github.com/ml5js/ml5-library/blob/master/src/SketchRNN/models.js). + +## Quickstart + +```js +// Create a new SketchRNN Instance +const model = ml5.SketchRNN("cat", modelReady); + +// When the model is loaded +function modelReady() { + console.log("SketchRNN Model Loaded!"); +} +// Reset the model's current stat +model.reset(); +// Generate a new stroke +model.generate(gotSketch); + +function gotSketch(err, result) { + // Do something with the result +} +``` + + +## Usage + +### Initialize + +```js +const sketchrnn = ml5.SketchRNN(model, ?callback) +``` + +#### Parameters +* **model**: The name of the model to use. +* **callback**: Optional. A function to be called once the model is loaded. If no callback is provided, it will return a promise that will be resolved once the model has loaded. + +### Properties + +*** +#### .ready +> *Boolean*. Boolean value that specifies if the model has loaded. +*** + + +### Methods + + +*** +#### .reset() +> Reset the model's current state + +```js +sketchrnn.reset() +``` + +πŸ“₯ **Inputs** + +* n/a + +πŸ“€ **Outputs** + +* n/a + +*** + + + + +*** +#### .generate() +> Generates a new sample with the current state. + +```js +sketchrnn.generate(?seed, ?options, ?callback) +``` + +πŸ“₯ **Inputs** +* **seed**: Optional. A seed to be passed to the model before generating a new stroke. +* **options**: Optional. An object describing the options of the model. +* **callback**: Optional. A function that will return a generated stroke. If no callback is provided, it will return a promise that will be resolved with a generated stroke. + +πŸ“€ **Outputs** + +* **Object**: an object with the x and y location, if the pen is down, up, or if it has ended `{s.dx, s.dy, down, up, end}`. + +*** + + + +## Examples + +**plain javascript** +* [SketchRNN_basic]() +* [SketchRNN_interactive]() + + +**p5.js** +* [SketchRNN_basic]() +* [SketchRNN_interactive]() + +**p5 web editor** +* [SketchRNN_basic]() +* [SketchRNN_interactive]() + +## Demo + +No demos yet - contribute one today! + +## Tutorials + +No tutorials yet - contribute one today! + + +## Acknowledgements + +**Contributors**: + * Name 1 + * Name 2 + +**Credits**: + * Paper Reference | Website URL | Github Repo | Book reference | etc + + + +## Source Code + +* [/src/SketchRNN/](https://github.com/ml5js/ml5-library/tree/release/src/SketchRNN) + diff --git a/docs/reference/sound-classifier.md b/docs/reference/sound-classifier.md new file mode 100644 index 000000000..d4aa42eb6 --- /dev/null +++ b/docs/reference/sound-classifier.md @@ -0,0 +1,126 @@ +# SoundClassifier + + +
+ image classification of bird +
+ + +## Description + +The ml5.soundClassifier() allows you to classify audio. With the right pre-trained models, you can detect whether a certain noise was made (e.g. a clapping sound or a whistle) or a certain word was said (e.g. Up, Down, Yes, No). At this moment, with the ml5.soundClassifier(), you can use your own custom pre-trained speech commands or use the the "SpeechCommands18w" which can recognize "the ten digits from "zero" to "nine", "up", "down", "left", "right", "go", "stop", "yes", "no", as well as the additional categories of "unknown word" and "background noise"." + +## Quickstart + +```js +// Options for the SpeechCommands18w model, the default probabilityThreshold is 0 +const options = { probabilityThreshold: 0.7 }; +const classifier = ml5.soundClassifier('SpeechCommands18w', options, modelReady); + +function modelReady() { + // classify sound + classifier.classify(gotResult); +} + +function gotResult(error, result) { + if (error) { + console.log(error); + return; + } + // log the result + console.log(result); +} +``` + + +## Usage + +### Initialize + +```js +const soundclassifier = ml5.soundClassifier(?model, ?options, ?callback) +``` + +By default the soundClassifier will start the default microphone. + +#### Parameters +* **model**: Optional. Model name or URL path to a `model.json` +* **callback**: Optional. A function to run once the model has been loaded. +* **options**: Optional. An object describing a model accuracy and performance. The available parameters are: + + ``` + { + probabilityThreshold: 0.7 // probabilityThreshold is 0 + } + ``` + +### Properties + + +*** +#### .model +> *Object*. The model. +*** + + +### Methods + + +*** +#### .classify() +> Given a number, will make magicSparkles + +```js +soundclassifier.classify(callback); +``` + +πŸ“₯ **Inputs** +* **callback**: A function to handle the results of the classification + +πŸ“€ **Outputs** +* **Array**: Returns an array with "label" and "confidence". + +*** + + + + +## Examples + +**plain javascript** +* [SoundClassification_speechcommand]() +* [SoundClassification_speechcommand_load]() + + +**p5.js** +* [SoundClassification_speechcommand]() +* [SoundClassification_speechcommand_load]() + +**p5 web editor** +* [SoundClassification_speechcommand]() +* [SoundClassification_speechcommand_load]() + +## Demo + +No demos yet - contribute one today! + +## Tutorials + +### ml5.js: Sound Classification via CodingTrain + + +## Acknowledgements + +**Contributors**: + * Name 1 + * Name 2 + +**Credits**: + * Paper Reference | Website URL | Github Repo | Book reference | etc + + + + +## Source Code + +* [/src/SoundClassifier/](https://github.com/ml5js/ml5-library/tree/release/src/SoundClassifier) diff --git a/docs/reference/speech-classifier.md b/docs/reference/speech-classifier.md deleted file mode 100644 index 266e8fbe0..000000000 --- a/docs/reference/speech-classifier.md +++ /dev/null @@ -1 +0,0 @@ -# Reference: \ No newline at end of file diff --git a/docs/reference/style-transfer.md b/docs/reference/style-transfer.md index 266e8fbe0..28a17122e 100644 --- a/docs/reference/style-transfer.md +++ b/docs/reference/style-transfer.md @@ -1 +1,118 @@ -# Reference: \ No newline at end of file +# StyleTransfer + + +
+ image classification of bird +
+ + +## Description + +Style Transfer is a machine learning technique that allows to transfer the style of one image into another one. This is a two step process, first you need to train a model on one particular style and then you can apply this style to another image. + +You can train your own images following [this tutorial](/docs/training-styletransfer). + +This implementation is heavily based on [fast-style-transfer-deeplearnjs](https://github.com/reiinakano/fast-style-transfer-deeplearnjs) by [Reiichiro Nakano](https://github.com/reiinakano). +The [original TensorFlow implementation](https://github.com/lengstrom/fast-style-transfer) was developed by [Logan Engstrom](https://github.com/lengstrom) + +## Quickstart + +```js +// Create a new Style Transfer Instance +const style = ml5.styleTransfer("data/myModel/", modelLoaded); + +// When the model is loaded +function modelLoaded() { + console.log("Model Loaded!"); +} +// Grab a img element and generate a new image. +style.transfer(document.getElementById("img"), function(err, resultImg) { + img.src = resultImg.src; +}); +``` + + +## Usage + +### Initialize + +```js +const styletransfer = ml5.styleTransfer(model, ?callback) +// OR +const styletransfer = ml5.styleTransfer(model, ?video, ?callback) +``` + +#### Parameters +* **model**: The path to Style Transfer model. +* **video**: Optional. A HTML video element or a p5 video element. +* **callback**: Optional. A function to be called once the model is loaded. If no callback is provided, it will return a promise that will be resolved once the model has loaded. + + +### Properties + + +*** +#### .ready +> *Boolean*. Boolean value that specifies if the model has loaded. +*** + + +### Methods + + +*** +#### .transfer() +> Apply style transfer to an input. + +```js +styletransfer.transfer(?callback) +// OR +styletransfer.transfer(input, ?callback) +``` + +πŸ“₯ **Inputs** + +* **input**: A HTML video or image element or a p5 image or video element. If no input is provided, the default is to use the video element given in the constructor. +* **callback**: Optional. A function to run once the model has made the transfer. If no callback is provided, it will return a promise that will be resolved once the model has made the transfer. + +πŸ“€ **Outputs** + +* **Image**: Returns an HTML img element. + +*** + + +## Examples + +**plain javascript** +* [StyleTransfer_Image]() +* [StyleTransfer_Video]() + +**p5.js** +* [StyleTransfer_Image]() +* [StyleTransfer_Video]() + +**p5 web editor** +* [StyleTransfer_Image]() +* [StyleTransfer_Video]() + +## Demo + +No demos yet - contribute one today! + +## Tutorials + +No tutorials yet - contribute one today! + +## Acknowledgements + +**Contributors**: + * Name 1 + * Name 2 + +**Credits**: + * Paper Reference | Website URL | Github Repo | Book reference | etc + +## Source Code + +* [/src/StyleTransfer/](https://github.com/ml5js/ml5-library/tree/release/src/StyleTransfer) diff --git a/docs/reference/unet.md b/docs/reference/unet.md index 266e8fbe0..787f961d0 100644 --- a/docs/reference/unet.md +++ b/docs/reference/unet.md @@ -1 +1,117 @@ -# Reference: \ No newline at end of file +# UNET + + +
+ image classification of bird +
+ + +## Description + +The U-Net is a convolutional neural network that was developed for biomedical image segmentation at the Computer Science Department of the University of Freiburg, Germany.[1] The network is based on the fully convolutional network [2] and its architecture was modified and extended to work with fewer training images and to yield more precise segmentations. + +UNET allows you to segment an image, removing, for example, the background from video of you while sitting at your desk. + +## Quickstart + +```js +// load your model... +const uNet = ml5.uNet('face'); + +// assuming you have an HTMLVideo feed... +uNet.segment(video, gotResult); + +function gotResult(error, result) { + // if there's an error return it + if (error) { + console.error(error); + return; + } + // log your result + console.log(result) +} +``` + + +## Usage + +### Initialize + +```js +const unet = ml5.uNet(model) +// OR +const unet = ml5.uNet(model, ?callback) +``` + +#### Parameters +* **model**: A string to the path of the JSON model. +* **callback**: Optional. A callback function that is called once the model has loaded. If no callback is provided, it will return a promise that will be resolved once the model has loaded. + + +### Properties + + +*** +#### .ready +> *Boolean*. Boolean value that specifies if the model has loaded. +*** + + +### Methods + + +*** +#### .segment() +> segments the image + +```js +unet.segment(?video, ?callback); +``` + +πŸ“₯ **Inputs** +* **video**: Optional. A HTML video element or a p5 video element. +* **callback**: Optional. A function to run once the model has been loaded. + +πŸ“€ **Outputs** + +* **Object**: Returns an array of objects. Each object contains `{something, anotherThing}`. + +*** + + +## Examples + +**plain javascript** +* [UNET_webcam]() + +**p5.js** +* [UNET_webcam]() + +**p5 web editor** +* [UNET_webcam]() + +## Demo + +No demos yet - contribute one today! + +## Tutorials + +No tutorials yet - contribute one today! + + +## Acknowledgements + +**Contributors**: + * Name 1 + * Name 2 + +**Credits**: + * Paper Reference | Website URL | Github Repo | Book reference | etc + +## Source Code + +* [/src/UNET/](https://github.com/ml5js/ml5-library/tree/release/src/UNET) diff --git a/docs/reference/word2vec.md b/docs/reference/word2vec.md index 266e8fbe0..6183ea521 100644 --- a/docs/reference/word2vec.md +++ b/docs/reference/word2vec.md @@ -1 +1,208 @@ -# Reference: \ No newline at end of file +# Word2Vec + + +
+ image classification of bird +
+ + +## Description + +Word2vec is a group of related models that are used to produce [word embeddings](https://en.wikipedia.org/wiki/Word2vec). This method allows you to perform vector operations on a given set of input vectors. + +You can use the word models [we provide](https://github.com/ml5js/ml5-examples/tree/master/p5js/Word2Vec/data), trained on a corpus of english words (watch out for bias data!), or you can train your own vector models following [this tutorial](https://github.com/ml5js/ml5-data-and-training/tree/master/training). More of this soon! + +## Quickstart + +```js +// Create a new word2vec method +const wordVectors = ml5.word2vec("data/wordvecs.json", modelLoaded); + +// When the model is loaded +function modelLoaded() { + console.log("Model Loaded!"); +} + +// Find the closest word to 'rainbow' +wordVectors.nearest("rainbow", function(err, results) { + console.log(results); +}); +``` + + +## Usage + +### Initialize + +```js +const word2vec = ml5.Word2Vec(model, ?callback) +``` + +#### Parameters +* **model**: A string to the path of the JSON model. +* **callback**: Optional. A callback function that is called once the model has loaded. If no callback is provided, it will return a promise that will be resolved once the model has loaded. + + +### Properties + + + +*** +#### .ready +> *Boolean*. Boolean value that specifies if the model has loaded. +*** + +*** +#### .model +> *Object*. The model being used. +*** + + +### Methods + + +*** +#### .add() +> Add a series of word vectors. + +```js +word2vec.add(inputs, ?max, ?callback) +``` + +πŸ“₯ **Inputs** + +* **inputs**: An array of strings containing the inputs to be added +* **max**: Optional. The maximum results to return. Defaults to 1. +* **callback**: Optional. A callback function that is called once the model has made the operation. If no callback is provided, it will return a promise that will be resolved once operation is completed. + +πŸ“€ **Outputs** + +* **Object**: Returns the closest vector of that sum. + +*** + +*** +#### .subtract() +> Subtract a series of vectors. + +```js +word2vec.subtract(inputs, ?max, ?callback) +``` + +πŸ“₯ **Inputs** +* **inputs**: An array of strings containing the inputs to be subtracted. +* **max**: Optional. The maximum results to return. Defaults to 1. +* **callback**: Optional. A callback function that is called once the model has made the operation. If no callback is provided, it will return a promise that will be resolved once operation is completed. + +πŸ“€ **Outputs** + +* **Object**: Returns the closest vector of that sum. + +*** + + +*** +#### .average() +> Average a series of vectors. + +```js +word2vec.average(inputs, ?max, ?callback) +``` + +πŸ“₯ **Inputs** +* **inputs**: An array of strings containing the inputs to be averaged. +* **max**: Optional. The maximum results to return. Defaults to 1. +* **callback**: Optional. A callback function that is called once the model has made the operation. If no callback is provided, it will return a promise that will be resolved once operation is completed. + +πŸ“€ **Outputs** + +* **Object**: Returns the closest vector of that average. + +*** + +*** +#### .average() +> Average a series of vectors. + +```js +word2vec.average(inputs, ?max, ?callback) +``` + +πŸ“₯ **Inputs** +* **inputs**: An array of strings containing the inputs to be averaged. +* **max**: Optional. The maximum results to return. Defaults to 1. +* **callback**: Optional. A callback function that is called once the model has made the operation. If no callback is provided, it will return a promise that will be resolved once operation is completed. + +πŸ“€ **Outputs** + +* **Object**: Returns the closest vector of that average. + +*** + + +*** +##### .nearest() +> Find the nearest vector. Returns `max` array of values. + +```js +word2vec.nearest(inputs, ?max, ?callback) +``` + +πŸ“₯ **Inputs** +* **input**: The input vector string. +* **max**: Optional. The maximum results to return. Defaults to 10. +* **callback**: Optional. A callback function that is called once the model has made the operation. If no callback is provided, it will return a promise that will be resolved once operation is completed. + +πŸ“€ **Outputs** + +* **Object**: Returns `max` array of values. +*** + +*** +##### .getRandomWord() +> Find a random vector in the loaded model. + +```js +word2vec.getRandomWord(?callback) +``` + +πŸ“₯ **Inputs** +* **callback**: Optional. A callback function that is called once the model has made the operation. If no callback is provided, it will return a promise that will be resolved once operation is completed. + +πŸ“€ **Outputs** + +* **String**: Returns a string. +*** + + +## Examples + +**plain javascript** +* [Word2Vec_Interactive]() + +**p5.js** +* [Word2Vec_Interactive]() + +**p5 web editor** +* [Word2Vec_Interactive]() + +## Demo + +No demos yet - contribute one today! + +## Tutorials + +No tutorials yet - contribute one today! + +## Acknowledgements + +**Contributors**: + * Name 1 + * Name 2 + +**Credits**: + * Paper Reference | Website URL | Github Repo | Book reference | etc + +## Source Code + +* [/src/Word2vec/](https://github.com/ml5js/ml5-library/tree/release/src/Word2vec) diff --git a/docs/reference/yolo.md b/docs/reference/yolo.md index 266e8fbe0..48d426e37 100644 --- a/docs/reference/yolo.md +++ b/docs/reference/yolo.md @@ -1 +1,134 @@ -# Reference: \ No newline at end of file +# YOLO + + +
+ image classification of bird +
+ + +## Description + +You only look once ([YOLO](https://pjreddie.com/darknet/yolo/)) is a state-of-the-art, real-time object detection system. + +From the [creators](https://pjreddie.com/darknet/yolo/) website: + +*Prior detection systems repurpose classifiers or localizers to perform detection. They apply the model to an image at multiple locations and scales. High scoring regions of the image are considered detections.* + +*We use a totally different approach. We apply a single neural network to the full image. This network divides the image into regions and predicts bounding boxes and probabilities for each region. These bounding boxes are weighted by the predicted probabilities. [Source](https://pjreddie.com/darknet/yolo/)* + +This implementation is heavily derived from [ModelDepot](https://github.com/ModelDepot/tfjs-yolo-tiny). + +## Quickstart + +```js +const video = document.getElementById("video"); + +// Create a YOLO method +const yolo = ml5.YOLO(video, modelLoaded); + +// When the model is loaded +function modelLoaded() { + console.log("Model Loaded!"); +} + +// Detect objects in the video element +yolo.detect(function(err, results) { + console.log(results); // Will output bounding boxes of detected objects +}); +``` + + +## Usage + +### Initialize + +```js +const yolo = ml5.YOLO(); +// OR +const yolo = ml5.YOLO(video); +// OR +const yolo = ml5.YOLO(video, ?options, ?callback) +// OR +const yolo = ml5.YOLO(?options, ?callback) +``` + +#### Parameters +* **video**: Optional. A HTML video element or a p5 video element. +* **options**: Optional. An object describing a model accuracy and performance. For MobileNet this are: `{ filterBoxesThreshold: 0.01, IOUThreshold: 0.4, classProbThreshold: 0.4 }` +* **callback**: Optional. A function to run once the model has been loaded. If no callback is provided, it will return a promise that will be resolved once the model has loaded. + + +### Properties + + +*** +#### .isPredicting +> *Boolean*. Boolean to check if the model is currently predicting +*** + + +*** +#### .modelReady +> *Object*. Boolean to check if the model has loaded +*** + + +### Methods + + +*** +#### .detect() +> Given an image or video, returns an array of objects containing class names, bounding boxes and probabilities. + +```js +yolo.detect(input, ?callback) +// OR +yolo.detect(?callback) +``` + +πŸ“₯ **Inputs** + +* **input**: A HTML video or image element or a p5 image or video element. If no input is provided, the default is to use the video given in the constructor. +* **callback**: A function to run once the model has made the prediction. If no callback is provided, it will return a promise that will be resolved once the model has made a prediction. + +πŸ“€ **Outputs** + +* **Object**: returns an array of objects containing class names, bounding boxes and probabilities. + +*** + + +## Examples + +**plain javascript** +* [YOLO_single_image]() +* [YOLO_webcam]() + +**p5.js** +* [YOLO_single_image]() +* [YOLO_webcam]() + +**p5 web editor** +* [YOLO_single_image]() +* [YOLO_webcam]() + +## Demo + +No demos yet - contribute one today! + +## Tutorials + +No tutorials yet - contribute one today! + +## Acknowledgements + +**Contributors**: + * Name 1 + * Name 2 + +**Credits**: + * Paper Reference | Website URL | Github Repo | Book reference | etc + +## Source Code + +* [/src/YOLO](https://github.com/ml5js/ml5-library/tree/release/src/YOLO) diff --git a/docs/styleguide/design-guidelines.md b/docs/styleguide/design-guidelines.md new file mode 100644 index 000000000..12e444db3 --- /dev/null +++ b/docs/styleguide/design-guidelines.md @@ -0,0 +1,34 @@ +# Design Guidelines + +coming soon + +## Colors + + +## Typography + + +## Logos + + +## Iconography + + + +## Illustration + + + + diff --git a/docs/styleguide/development-guidelines.md b/docs/styleguide/development-guidelines.md index a48f2ea26..e9656bb8f 100644 --- a/docs/styleguide/development-guidelines.md +++ b/docs/styleguide/development-guidelines.md @@ -22,3 +22,16 @@ In addition to the principles above, we try our best to write our `ml5-examples` | ------------- | ------------ | | **Beginner friendly first** | We try to make sure the examples are as beginner friendly as possible. For example, this means using `for loops` rather than *fancy (but lovely) javascript array methods* when possible, or sometimes doing things in multiple steps. | | **With as little HTML markup as possible** | We try to focus as much of the example in javascript as possible. That being said, it is not always possible to avoid HTML markup or advantageous to do so. When possible, add elements with javascript. | + + +## Valuing contributions + +We use the all-contributor's bot to add contributors to the various ml5-repositories. + +When a community member whether it is someone who flags an issue in a helpful way, makes a PR, hosts an event or workshop, etc in a way that is considered to the ml5 team as a "contribution", we add them by posting a comment in the respective PR or github issue: + +``` +@all-contributors please add @ for +``` + +All of the key words for the all-contributors bot can be found here: https://allcontributors.org/docs/en/emoji-key \ No newline at end of file diff --git a/docs/styleguide/reference-guidelines.md b/docs/styleguide/reference-guidelines.md index 1c594ddb8..4969c34c8 100644 --- a/docs/styleguide/reference-guidelines.md +++ b/docs/styleguide/reference-guidelines.md @@ -148,6 +148,9 @@ FUNCTION DEFINITION END * [Example 1]() * [Example 2]() +**p5 web editor** +* [Example 1]() +* [Example 2]() ## Demo @@ -162,7 +165,17 @@ No demos yet - contribute one today! +## Acknowledgements + +**Contributors**: + * Name 1 + * Name 2 + +**Credits**: + * Paper Reference | Website URL | Github Repo | Book reference | etc ## Source Code * [/src/MagicFeature]() + + From 6d519e04cb99e82a4bd054c965d9a942031cb842 Mon Sep 17 00:00:00 2001 From: Joey Lee Date: Wed, 4 Sep 2019 14:42:16 -0400 Subject: [PATCH 045/108] Fixes Doodlenet - set new axes and .floor() (#559) * change split axis to 3 axes * use floor() instead of round() --- src/ImageClassifier/doodlenet.js | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/src/ImageClassifier/doodlenet.js b/src/ImageClassifier/doodlenet.js index 41955ea67..924676b1f 100644 --- a/src/ImageClassifier/doodlenet.js +++ b/src/ImageClassifier/doodlenet.js @@ -34,8 +34,9 @@ function preProcess(img, size) { if (normalized.shape[0] !== size || normalized.shape[1] !== size) { resized = tf.image.resizeBilinear(normalized, [size, size]); } - const [r, g, b] = tf.split(resized, 3, 2); - const gray = (r.add(g).add(b)).div(tf.scalar(3)).round(); // Get average r,g,b color value and round to 0 or 1 + + const [r, g, b] = tf.split(resized, 3, 3); + const gray = (r.add(g).add(b)).div(tf.scalar(3)).floor(); // Get average r,g,b color value and round to 0 or 1 const batched = gray.reshape([1, size, size, 1]); return batched; } From d85012129c8ee27eb8beefdb7ccec7f7b9e2ebd1 Mon Sep 17 00:00:00 2001 From: Joey Lee Date: Thu, 5 Sep 2019 12:34:48 -0400 Subject: [PATCH 046/108] adds options for detection confidence (#561) --- src/FaceApi/index.js | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/src/FaceApi/index.js b/src/FaceApi/index.js index d49c8b0d6..d74c7064b 100644 --- a/src/FaceApi/index.js +++ b/src/FaceApi/index.js @@ -19,6 +19,7 @@ const DEFAULTS = { withLandmarks: true, withExpressions: true, withDescriptors: true, + minConfidence: 0.5, MODEL_URLS: { Mobilenetv1Model: 'https://raw.githubusercontent.com/ml5js/ml5-data-and-models/face-api/models/faceapi/ssd_mobilenetv1_model-weights_manifest.json', FaceLandmarkModel: 'https://raw.githubusercontent.com/ml5js/ml5-data-and-models/face-api/models/faceapi/face_landmark_68_model-weights_manifest.json', @@ -40,6 +41,7 @@ class FaceApiBase { this.model = null; this.modelReady = false; this.config = { + minConfidence: this.checkUndefined(options.minConfidence, DEFAULTS.minConfidence), withLandmarks: this.checkUndefined(options.withLandmarks, DEFAULTS.withLandmarks), withExpressions: this.checkUndefined(options.withExpressions, DEFAULTS.withExpressions), withDescriptors: this.checkUndefined(options.withDescriptors, DEFAULTS.withDescriptors), @@ -82,11 +84,14 @@ class FaceApiBase { } = this.config.MODEL_URLS; this.model = faceapi; - await this.model.loadSsdMobilenetv1Model(Mobilenetv1Model) + + const SsdMobilenetv1Options = this.model.SsdMobilenetv1Options({ minConfidence: this.minConfidence }) + await this.model.loadSsdMobilenetv1Model(Mobilenetv1Model, SsdMobilenetv1Options) await this.model.loadFaceLandmarkModel(FaceLandmarkModel) // await this.model.loadFaceLandmarkTinyModel(FaceLandmark68TinyNet) await this.model.loadFaceRecognitionModel(FaceRecognitionModel) await this.model.loadFaceExpressionModel(FaceExpressionModel) + this.modelReady = true; return this; } From 17b69041f0344803dd870259ec10696055799e97 Mon Sep 17 00:00:00 2001 From: Yang Date: Wed, 2 Oct 2019 14:38:13 -0400 Subject: [PATCH 047/108] Adds labels to custom image classification model from Teachable Machine output * Addressing issue #590 part 1 (#592) >The saved labels from Teachable Machine should be loaded by ml5. I believe this is working for sound classification, but not for images. Fetching labels from metadata.json when loading models from the new Teachable Machine. --- src/ImageClassifier/index.js | 40 ++++++++++++++++++++++++++++++------ 1 file changed, 34 insertions(+), 6 deletions(-) diff --git a/src/ImageClassifier/index.js b/src/ImageClassifier/index.js index be6a26fbf..1359ca68b 100644 --- a/src/ImageClassifier/index.js +++ b/src/ImageClassifier/index.js @@ -27,7 +27,7 @@ const MODEL_OPTIONS = ['mobilenet', 'darknet', 'darknet-tiny', 'doodlenet']; class ImageClassifier { /** * Create an ImageClassifier. - * @param {modelNameOrUrl} modelNameOrUrl - The name or the URL of the model to use. Current model name options + * @param {modelNameOrUrl} modelNameOrUrl - The name or the URL of the model to use. Current model name options * are: 'mobilenet', 'darknet', 'darknet-tiny', and 'doodlenet'. * @param {HTMLVideoElement} video - An HTMLVideoElement. * @param {object} options - An object with options. @@ -77,7 +77,7 @@ class ImageClassifier { async loadModel(modelUrl) { if (modelUrl) this.model = await this.loadModelFrom(modelUrl); else this.model = await this.modelToUse.load({version: this.version, alpha: this.alpha}); - + return this; } @@ -88,16 +88,44 @@ class ImageClassifier { if (r.ml5Specs) { this.mapStringToIndex = r.ml5Specs.mapStringToIndex; } + }) + // When loading model generated by Teachable Machine 2.0, the r.ml5Specs is missing, + // which is causing imageClassifier failing to display lables. + // In this case, labels are stored in path/./metadata.json + // Therefore, I'm fetching the metadata and feeding the labels into this.mapStringToIndex + // by Yang Yang, yy2473@nyu.edu, Oct 2, 2019 + .then(()=>{ + if (this.mapStringToIndex.length === 0) { + const split = path.split("/"); + const prefix = split.slice(0, split.length - 1).join("/"); + const metadataUrl = `${prefix}/metadata.json`; + fetch(metadataUrl) + .then((res) => { + if (!res.ok) { + console.log("Tried to fetch metadata.json, but it seems to be missing."); + throw Error(res.statusText); + } + return res; + }) + .then(metadataJson => metadataJson.json()) + .then((metadataJson)=> { + if (metadataJson.labels){ + this.mapStringToIndex = metadataJson.labels; + } + }) + .catch(() => console.log("Error when loading metadata.json")); + } }); + // end of the Oct 2, 2019 fix this.model = await tf.loadLayersModel(path); return this.model; } /** * Classifies the given input and returns an object with labels and confidence - * @param {HTMLImageElement | HTMLCanvasElement | HTMLVideoElement} imgToPredict - + * @param {HTMLImageElement | HTMLCanvasElement | HTMLVideoElement} imgToPredict - * takes an image to run the classification on. - * @param {number} numberOfClasses - a number of labels to return for the image + * @param {number} numberOfClasses - a number of labels to return for the image * classification. * @return {object} an object with {label, confidence}. */ @@ -147,9 +175,9 @@ class ImageClassifier { /** * Classifies the given input and takes a callback to handle the results - * @param {HTMLImageElement | HTMLCanvasElement | object | function | number} inputNumOrCallback - + * @param {HTMLImageElement | HTMLCanvasElement | object | function | number} inputNumOrCallback - * takes any of the following params - * @param {HTMLImageElement | HTMLCanvasElement | object | function | number} numOrCallback - + * @param {HTMLImageElement | HTMLCanvasElement | object | function | number} numOrCallback - * takes any of the following params * @param {function} cb - a callback function that handles the results of the function. * @return {function} a promise or the results of a given callback, cb. From 9cf41ade37264f424089108c6d6cb95088262b8e Mon Sep 17 00:00:00 2001 From: "allcontributors[bot]" <46447321+allcontributors[bot]@users.noreply.github.com> Date: Wed, 2 Oct 2019 15:02:28 -0400 Subject: [PATCH 048/108] docs: add EonYang as a contributor (#593) * docs: update README.md * docs: update .all-contributorsrc --- .all-contributorsrc | 10 ++++++++++ README.md | 3 ++- 2 files changed, 12 insertions(+), 1 deletion(-) diff --git a/.all-contributorsrc b/.all-contributorsrc index cc17db2cd..0ae694d99 100644 --- a/.all-contributorsrc +++ b/.all-contributorsrc @@ -626,6 +626,16 @@ "contributions": [ "ideas" ] + }, + { + "login": "EonYang", + "name": "Yang", + "avatar_url": "https://avatars3.githubusercontent.com/u/9332910?v=4", + "profile": "http://yangyang.blog", + "contributions": [ + "code", + "bug" + ] } ], "contributorsPerLine": 7, diff --git a/README.md b/README.md index a1b144403..47412acfd 100644 --- a/README.md +++ b/README.md @@ -1,5 +1,5 @@ # ![ml5](https://user-images.githubusercontent.com/10605821/41332516-2ee26714-6eac-11e8-83e4-a40b8761e764.png) -[![All Contributors](https://img.shields.io/badge/all_contributors-58-orange.svg?style=flat-square)](#contributors) +[![All Contributors](https://img.shields.io/badge/all_contributors-59-orange.svg?style=flat-square)](#contributors) [![BrowserStack Status](https://www.browserstack.com/automate/badge.svg?badge_key=QVNDdlkvMzNYSmhRRWlweXlIOTBENkd0MDBCOUJlbmFVZFRneFIzNlh4az0tLXA4S0loSGNlVUc2V2I3cVdLdXBKdGc9PQ==--8a5e5bfd3eafbba0702c02ec57ffec9d627a78ef)](https://www.browserstack.com/automate/public-build/QVNDdlkvMzNYSmhRRWlweXlIOTBENkd0MDBCOUJlbmFVZFRneFIzNlh4az0tLXA4S0loSGNlVUc2V2I3cVdLdXBKdGc9PQ==--8a5e5bfd3eafbba0702c02ec57ffec9d627a78ef)[![Version](https://img.shields.io/npm/v/ml5.svg?style=flat-square)](https://www.npmjs.com/package/ml5) @@ -178,6 +178,7 @@ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/d
danilo
danilo

πŸ’» πŸ€” Emma Goodliffe
Emma Goodliffe

πŸ€” + Yang
Yang

πŸ’» πŸ› From 2e2b43ecfec7f094c14a6781c3ba25585516ed3c Mon Sep 17 00:00:00 2001 From: "allcontributors[bot]" <46447321+allcontributors[bot]@users.noreply.github.com> Date: Wed, 2 Oct 2019 15:26:10 -0400 Subject: [PATCH 049/108] docs: add lydiajessup as a contributor (#594) * docs: update README.md * docs: update .all-contributorsrc --- .all-contributorsrc | 11 +++++++++++ README.md | 3 ++- 2 files changed, 13 insertions(+), 1 deletion(-) diff --git a/.all-contributorsrc b/.all-contributorsrc index 0ae694d99..4b13ed92d 100644 --- a/.all-contributorsrc +++ b/.all-contributorsrc @@ -636,6 +636,17 @@ "code", "bug" ] + }, + { + "login": "lydiajessup", + "name": "Lydia Jessup", + "avatar_url": "https://avatars3.githubusercontent.com/u/26204298?v=4", + "profile": "https://github.com/lydiajessup", + "contributions": [ + "code", + "ideas", + "example" + ] } ], "contributorsPerLine": 7, diff --git a/README.md b/README.md index 47412acfd..377ef37c9 100644 --- a/README.md +++ b/README.md @@ -1,5 +1,5 @@ # ![ml5](https://user-images.githubusercontent.com/10605821/41332516-2ee26714-6eac-11e8-83e4-a40b8761e764.png) -[![All Contributors](https://img.shields.io/badge/all_contributors-59-orange.svg?style=flat-square)](#contributors) +[![All Contributors](https://img.shields.io/badge/all_contributors-60-orange.svg?style=flat-square)](#contributors) [![BrowserStack Status](https://www.browserstack.com/automate/badge.svg?badge_key=QVNDdlkvMzNYSmhRRWlweXlIOTBENkd0MDBCOUJlbmFVZFRneFIzNlh4az0tLXA4S0loSGNlVUc2V2I3cVdLdXBKdGc9PQ==--8a5e5bfd3eafbba0702c02ec57ffec9d627a78ef)](https://www.browserstack.com/automate/public-build/QVNDdlkvMzNYSmhRRWlweXlIOTBENkd0MDBCOUJlbmFVZFRneFIzNlh4az0tLXA4S0loSGNlVUc2V2I3cVdLdXBKdGc9PQ==--8a5e5bfd3eafbba0702c02ec57ffec9d627a78ef)[![Version](https://img.shields.io/npm/v/ml5.svg?style=flat-square)](https://www.npmjs.com/package/ml5) @@ -179,6 +179,7 @@ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/d danilo
danilo

πŸ’» πŸ€” Emma Goodliffe
Emma Goodliffe

πŸ€” Yang
Yang

πŸ’» πŸ› + Lydia Jessup
Lydia Jessup

πŸ’» πŸ€” πŸ’‘ From 185733042380249efd44e1450976cb5b3f92b3cf Mon Sep 17 00:00:00 2001 From: Joey Lee Date: Mon, 7 Oct 2019 10:30:27 -0400 Subject: [PATCH 050/108] set alias for sidebar (#598) --- docs/index.html | 3 +++ 1 file changed, 3 insertions(+) diff --git a/docs/index.html b/docs/index.html index 51156500a..d04aaced4 100644 --- a/docs/index.html +++ b/docs/index.html @@ -24,6 +24,9 @@ name: 'ml5', repo: 'https://github.com/ml5js/ml5-library', loadSidebar: '_sidebar.md', + alias:{ + '/.*/sidebar.md': '/./sidebar.md' + }, subMaxLevel: 0, maxLevel:2, mergeNavbar: true, From 73a300a07e94d4f1fb56712f7840e54b4b927b8a Mon Sep 17 00:00:00 2001 From: joeyklee Date: Mon, 7 Oct 2019 10:37:38 -0400 Subject: [PATCH 051/108] update docsify config --- docs/index.html | 1 + 1 file changed, 1 insertion(+) diff --git a/docs/index.html b/docs/index.html index d04aaced4..64286bd8a 100644 --- a/docs/index.html +++ b/docs/index.html @@ -28,6 +28,7 @@ '/.*/sidebar.md': '/./sidebar.md' }, subMaxLevel: 0, + relativePath:false, maxLevel:2, mergeNavbar: true, auto2top: false, From e04959c6f5b0a66b8a2b8f61dfe48fd2d191a7d8 Mon Sep 17 00:00:00 2001 From: joeyklee Date: Mon, 7 Oct 2019 10:40:55 -0400 Subject: [PATCH 052/108] testing pathways --- docs/_sidebar.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/docs/_sidebar.md b/docs/_sidebar.md index 3936e2e47..e9979759c 100644 --- a/docs/_sidebar.md +++ b/docs/_sidebar.md @@ -9,10 +9,10 @@ * [Promises and Callbacks in ml5](/tutorials/promises-and-callbacks.md) * πŸš€ **Reference** * [**Image**](/) - * [ImageClassifier](./reference/image-classifier.md) - * [PoseNet](./reference/posenet.md) - * [BodyPix](./reference/bodypix.md) - * [UNET](./reference/unet.md) + * [ImageClassifier](/reference/image-classifier.md) + * [PoseNet](/reference/posenet.md) + * [BodyPix](/reference/bodypix.md) + * [UNET](/reference/unet.md) * [StyleTransfer](./reference/style-transfer.md) * [pix2pix](./reference/pix2pix.md) * [CVAE](./reference/cvae.md) From f6e854a263bf289e76a5b4db21c195bdfd82f659 Mon Sep 17 00:00:00 2001 From: joeyklee Date: Mon, 7 Oct 2019 10:46:26 -0400 Subject: [PATCH 053/108] adds sublevel 2 --- docs/index.html | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/index.html b/docs/index.html index 64286bd8a..7a3da3469 100644 --- a/docs/index.html +++ b/docs/index.html @@ -27,7 +27,7 @@ alias:{ '/.*/sidebar.md': '/./sidebar.md' }, - subMaxLevel: 0, + subMaxLevel: 2, relativePath:false, maxLevel:2, mergeNavbar: true, From 649601bd75684fc6254ddfaea7be2f398c3d1823 Mon Sep 17 00:00:00 2001 From: joeyklee Date: Mon, 7 Oct 2019 10:48:42 -0400 Subject: [PATCH 054/108] rm sidebar comment --- docs/_sidebar.md | 2 -- 1 file changed, 2 deletions(-) diff --git a/docs/_sidebar.md b/docs/_sidebar.md index e9979759c..64905c50b 100644 --- a/docs/_sidebar.md +++ b/docs/_sidebar.md @@ -1,5 +1,3 @@ - - * 🌈 **Welcome** * [Getting Started](/) * [FAQ](/faq.md) From c5cb8068916c2674a34977d44162a7c65112abec Mon Sep 17 00:00:00 2001 From: joeyklee Date: Mon, 7 Oct 2019 10:50:13 -0400 Subject: [PATCH 055/108] testing sidebar nested list issue --- docs/_sidebar.md | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/docs/_sidebar.md b/docs/_sidebar.md index 64905c50b..12a7015ba 100644 --- a/docs/_sidebar.md +++ b/docs/_sidebar.md @@ -1,6 +1,5 @@ -* 🌈 **Welcome** - * [Getting Started](/) - * [FAQ](/faq.md) +* [Getting Started](/) +* [FAQ](/faq.md) * πŸ—Ί **Tutorials** * [Introduction to ml5.js](/tutorials/hello-ml5.md) * [Running a local web server](/tutorials/local-web-server) From 433b4f5aeac4853935316355e09ee9aea80553ac Mon Sep 17 00:00:00 2001 From: joeyklee Date: Mon, 7 Oct 2019 10:54:32 -0400 Subject: [PATCH 056/108] relative path is false - using gh-pages --- docs/_sidebar.md | 19 ++++++++++--------- docs/index.html | 2 +- 2 files changed, 11 insertions(+), 10 deletions(-) diff --git a/docs/_sidebar.md b/docs/_sidebar.md index 12a7015ba..d1949b068 100644 --- a/docs/_sidebar.md +++ b/docs/_sidebar.md @@ -1,15 +1,16 @@ -* [Getting Started](/) -* [FAQ](/faq.md) +* 🌈 **Welcome** + * [Getting Started](/) + * [FAQ](/faq.md) * πŸ—Ί **Tutorials** - * [Introduction to ml5.js](/tutorials/hello-ml5.md) - * [Running a local web server](/tutorials/local-web-server) - * [Promises and Callbacks in ml5](/tutorials/promises-and-callbacks.md) + * [Introduction to ml5.js](./tutorials/hello-ml5.md) + * [Running a local web server](./tutorials/local-web-server) + * [Promises and Callbacks in ml5](./tutorials/promises-and-callbacks.md) * πŸš€ **Reference** * [**Image**](/) - * [ImageClassifier](/reference/image-classifier.md) - * [PoseNet](/reference/posenet.md) - * [BodyPix](/reference/bodypix.md) - * [UNET](/reference/unet.md) + * [ImageClassifier](./reference/image-classifier.md) + * [PoseNet](./reference/posenet.md) + * [BodyPix](./reference/bodypix.md) + * [UNET](./reference/unet.md) * [StyleTransfer](./reference/style-transfer.md) * [pix2pix](./reference/pix2pix.md) * [CVAE](./reference/cvae.md) diff --git a/docs/index.html b/docs/index.html index 7a3da3469..b8722f9af 100644 --- a/docs/index.html +++ b/docs/index.html @@ -28,7 +28,7 @@ '/.*/sidebar.md': '/./sidebar.md' }, subMaxLevel: 2, - relativePath:false, + relativePath:true, maxLevel:2, mergeNavbar: true, auto2top: false, From 1a9f81689903414da03904ec611150d0be692b7e Mon Sep 17 00:00:00 2001 From: joeyklee Date: Mon, 7 Oct 2019 10:58:45 -0400 Subject: [PATCH 057/108] testing - pls ignore --- docs/_sidebar.md | 12 ++++++++++++ docs/index.html | 2 +- 2 files changed, 13 insertions(+), 1 deletion(-) diff --git a/docs/_sidebar.md b/docs/_sidebar.md index d1949b068..e380c87a8 100644 --- a/docs/_sidebar.md +++ b/docs/_sidebar.md @@ -1,3 +1,15 @@ +* [ImageClassifier](./reference/image-classifier.md) +* [PoseNet](./reference/posenet.md) +* [BodyPix](./reference/bodypix.md) +* [UNET](./reference/unet.md) +* [StyleTransfer](./reference/style-transfer.md) +* [pix2pix](./reference/pix2pix.md) +* [CVAE](./reference/cvae.md) +* [DCGAN](./reference/dcgan.md) +* [SketchRNN](./reference/sketchrnn.md) +* [YOLO](./reference/yolo.md) + + * 🌈 **Welcome** * [Getting Started](/) * [FAQ](/faq.md) diff --git a/docs/index.html b/docs/index.html index b8722f9af..7a3da3469 100644 --- a/docs/index.html +++ b/docs/index.html @@ -28,7 +28,7 @@ '/.*/sidebar.md': '/./sidebar.md' }, subMaxLevel: 2, - relativePath:true, + relativePath:false, maxLevel:2, mergeNavbar: true, auto2top: false, From c41ca9af0ad067a398f2325473ee0ba9177c8efd Mon Sep 17 00:00:00 2001 From: joeyklee Date: Mon, 7 Oct 2019 11:00:51 -0400 Subject: [PATCH 058/108] testing plugin issue --- docs/_sidebar.md | 12 ------------ docs/index.html | 10 +++++----- 2 files changed, 5 insertions(+), 17 deletions(-) diff --git a/docs/_sidebar.md b/docs/_sidebar.md index e380c87a8..d1949b068 100644 --- a/docs/_sidebar.md +++ b/docs/_sidebar.md @@ -1,15 +1,3 @@ -* [ImageClassifier](./reference/image-classifier.md) -* [PoseNet](./reference/posenet.md) -* [BodyPix](./reference/bodypix.md) -* [UNET](./reference/unet.md) -* [StyleTransfer](./reference/style-transfer.md) -* [pix2pix](./reference/pix2pix.md) -* [CVAE](./reference/cvae.md) -* [DCGAN](./reference/dcgan.md) -* [SketchRNN](./reference/sketchrnn.md) -* [YOLO](./reference/yolo.md) - - * 🌈 **Welcome** * [Getting Started](/) * [FAQ](/faq.md) diff --git a/docs/index.html b/docs/index.html index 7a3da3469..ba0a692be 100644 --- a/docs/index.html +++ b/docs/index.html @@ -32,11 +32,11 @@ maxLevel:2, mergeNavbar: true, auto2top: false, - plugins: [ - EditOnGithubPlugin.create( - config.editOnGithub.docBase, null, config.editOnGithub.title - ) - ] + // plugins: [ + // EditOnGithubPlugin.create( + // config.editOnGithub.docBase, null, config.editOnGithub.title + // ) + // ] } From 0779eadb5b2e40a2a59b413df1b1e453041f215a Mon Sep 17 00:00:00 2001 From: joeyklee Date: Mon, 7 Oct 2019 11:03:56 -0400 Subject: [PATCH 059/108] drop alias --- docs/index.html | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/docs/index.html b/docs/index.html index ba0a692be..f68bd6f6f 100644 --- a/docs/index.html +++ b/docs/index.html @@ -24,19 +24,19 @@ name: 'ml5', repo: 'https://github.com/ml5js/ml5-library', loadSidebar: '_sidebar.md', - alias:{ - '/.*/sidebar.md': '/./sidebar.md' - }, + // alias:{ + // '/.*/sidebar.md': '/./sidebar.md' + // }, subMaxLevel: 2, relativePath:false, maxLevel:2, mergeNavbar: true, auto2top: false, - // plugins: [ - // EditOnGithubPlugin.create( - // config.editOnGithub.docBase, null, config.editOnGithub.title - // ) - // ] + plugins: [ + EditOnGithubPlugin.create( + config.editOnGithub.docBase, null, config.editOnGithub.title + ) + ] } From d0fc460f53885738aa98b6b3c698b43286642dc2 Mon Sep 17 00:00:00 2001 From: joeyklee Date: Mon, 7 Oct 2019 11:07:15 -0400 Subject: [PATCH 060/108] added no jekyll to root" --- .nojekyll | 0 docs/index.html | 6 +++--- 2 files changed, 3 insertions(+), 3 deletions(-) create mode 100644 .nojekyll diff --git a/.nojekyll b/.nojekyll new file mode 100644 index 000000000..e69de29bb diff --git a/docs/index.html b/docs/index.html index f68bd6f6f..7a3da3469 100644 --- a/docs/index.html +++ b/docs/index.html @@ -24,9 +24,9 @@ name: 'ml5', repo: 'https://github.com/ml5js/ml5-library', loadSidebar: '_sidebar.md', - // alias:{ - // '/.*/sidebar.md': '/./sidebar.md' - // }, + alias:{ + '/.*/sidebar.md': '/./sidebar.md' + }, subMaxLevel: 2, relativePath:false, maxLevel:2, From 04f031ac901a4177fe7732cd2f89a9ced7612fa3 Mon Sep 17 00:00:00 2001 From: joeyklee Date: Mon, 7 Oct 2019 11:12:31 -0400 Subject: [PATCH 061/108] testing pathway for images --- docs/reference/image-classifier.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/reference/image-classifier.md b/docs/reference/image-classifier.md index 54f015e4d..f9a27ecf3 100644 --- a/docs/reference/image-classifier.md +++ b/docs/reference/image-classifier.md @@ -2,7 +2,7 @@
- image classification of bird + image classification of bird
From e4b7d7a1b7d26595b403fde40a5e32be12349055 Mon Sep 17 00:00:00 2001 From: joeyklee Date: Mon, 7 Oct 2019 11:14:01 -0400 Subject: [PATCH 062/108] rm dot from path --- docs/_sidebar.md | 48 ++++++++++++++++++++++++------------------------ 1 file changed, 24 insertions(+), 24 deletions(-) diff --git a/docs/_sidebar.md b/docs/_sidebar.md index d1949b068..5c5856952 100644 --- a/docs/_sidebar.md +++ b/docs/_sidebar.md @@ -2,36 +2,36 @@ * [Getting Started](/) * [FAQ](/faq.md) * πŸ—Ί **Tutorials** - * [Introduction to ml5.js](./tutorials/hello-ml5.md) - * [Running a local web server](./tutorials/local-web-server) - * [Promises and Callbacks in ml5](./tutorials/promises-and-callbacks.md) + * [Introduction to ml5.js](/tutorials/hello-ml5.md) + * [Running a local web server](/tutorials/local-web-server) + * [Promises and Callbacks in ml5](/tutorials/promises-and-callbacks.md) * πŸš€ **Reference** * [**Image**](/) - * [ImageClassifier](./reference/image-classifier.md) - * [PoseNet](./reference/posenet.md) - * [BodyPix](./reference/bodypix.md) - * [UNET](./reference/unet.md) - * [StyleTransfer](./reference/style-transfer.md) - * [pix2pix](./reference/pix2pix.md) - * [CVAE](./reference/cvae.md) - * [DCGAN](./reference/dcgan.md) - * [SketchRNN](./reference/sketchrnn.md) - * [YOLO](./reference/yolo.md) + * [ImageClassifier](/reference/image-classifier.md) + * [PoseNet](/reference/posenet.md) + * [BodyPix](/reference/bodypix.md) + * [UNET](/reference/unet.md) + * [StyleTransfer](/reference/style-transfer.md) + * [pix2pix](/reference/pix2pix.md) + * [CVAE](/reference/cvae.md) + * [DCGAN](/reference/dcgan.md) + * [SketchRNN](/reference/sketchrnn.md) + * [YOLO](/reference/yolo.md) * [**Sound**]() - * [SpeechClassification](./reference/speech-classifier.md) - * [PitchDetection](./reference/pitch-detection.md) + * [SpeechClassification](/reference/speech-classifier.md) + * [PitchDetection](/reference/pitch-detection.md) * [**Text**]() - * [CharRNN](./reference/charrnn.md) - * [Sentiment](./reference/sentiment.md) - * [Word2Vec](./reference/word2vec.md) - * [SketchRNN](./reference/sketchrnn.md) + * [CharRNN](/reference/charrnn.md) + * [Sentiment](/reference/sentiment.md) + * [Word2Vec](/reference/word2vec.md) + * [SketchRNN](/reference/sketchrnn.md) * [**Helpers**]() - * [FeatureExtractor](./reference/feature-extractor.md) - * [KNNClassifier](./reference/knn-classifier.md) + * [FeatureExtractor](/reference/feature-extractor.md) + * [KNNClassifier](/reference/knn-classifier.md) * πŸ— **Contributing** * [Contributor Notes]() * [Maintainer Notes]() * [Style Guide]() - * [Reference guidelines](./styleguide/reference-guidelines.md) - * [Development guidelines](./styleguide/development-guidelines.md) - * [Design guidelines](./styleguide/design-guidelines.md) \ No newline at end of file + * [Reference guidelines](/styleguide/reference-guidelines.md) + * [Development guidelines](/styleguide/development-guidelines.md) + * [Design guidelines](/styleguide/design-guidelines.md) \ No newline at end of file From 8845ffdfc16c9a37f8abb1c300343a6f184a6ba3 Mon Sep 17 00:00:00 2001 From: joeyklee Date: Mon, 7 Oct 2019 11:19:55 -0400 Subject: [PATCH 063/108] set rel path --- docs/index.html | 2 +- docs/reference/image-classifier.md | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/index.html b/docs/index.html index 7a3da3469..b8722f9af 100644 --- a/docs/index.html +++ b/docs/index.html @@ -28,7 +28,7 @@ '/.*/sidebar.md': '/./sidebar.md' }, subMaxLevel: 2, - relativePath:false, + relativePath:true, maxLevel:2, mergeNavbar: true, auto2top: false, diff --git a/docs/reference/image-classifier.md b/docs/reference/image-classifier.md index f9a27ecf3..54f015e4d 100644 --- a/docs/reference/image-classifier.md +++ b/docs/reference/image-classifier.md @@ -2,7 +2,7 @@
- image classification of bird + image classification of bird
From 633038b78dfa5d432c1d9356cd6adeffdfe9894c Mon Sep 17 00:00:00 2001 From: joeyklee Date: Mon, 7 Oct 2019 11:28:05 -0400 Subject: [PATCH 064/108] changed images to _media --- .../reference__header-bodypix.png | Bin docs/{images => _media}/reference__header-dcgan.png | Bin .../reference__header-faceapi.png | Bin .../reference__header-imageClassifier.png | Bin .../reference__header-posenet.jpg | Bin docs/reference/image-classifier.md | 2 +- 6 files changed, 1 insertion(+), 1 deletion(-) rename docs/{images => _media}/reference__header-bodypix.png (100%) rename docs/{images => _media}/reference__header-dcgan.png (100%) rename docs/{images => _media}/reference__header-faceapi.png (100%) rename docs/{images => _media}/reference__header-imageClassifier.png (100%) rename docs/{images => _media}/reference__header-posenet.jpg (100%) diff --git a/docs/images/reference__header-bodypix.png b/docs/_media/reference__header-bodypix.png similarity index 100% rename from docs/images/reference__header-bodypix.png rename to docs/_media/reference__header-bodypix.png diff --git a/docs/images/reference__header-dcgan.png b/docs/_media/reference__header-dcgan.png similarity index 100% rename from docs/images/reference__header-dcgan.png rename to docs/_media/reference__header-dcgan.png diff --git a/docs/images/reference__header-faceapi.png b/docs/_media/reference__header-faceapi.png similarity index 100% rename from docs/images/reference__header-faceapi.png rename to docs/_media/reference__header-faceapi.png diff --git a/docs/images/reference__header-imageClassifier.png b/docs/_media/reference__header-imageClassifier.png similarity index 100% rename from docs/images/reference__header-imageClassifier.png rename to docs/_media/reference__header-imageClassifier.png diff --git a/docs/images/reference__header-posenet.jpg b/docs/_media/reference__header-posenet.jpg similarity index 100% rename from docs/images/reference__header-posenet.jpg rename to docs/_media/reference__header-posenet.jpg diff --git a/docs/reference/image-classifier.md b/docs/reference/image-classifier.md index 54f015e4d..bfea81893 100644 --- a/docs/reference/image-classifier.md +++ b/docs/reference/image-classifier.md @@ -2,7 +2,7 @@
- image classification of bird + image classification of bird
From 0be1d90bd1ec27e37f04acbb7121939b71d4cdb4 Mon Sep 17 00:00:00 2001 From: joeyklee Date: Mon, 7 Oct 2019 11:30:26 -0400 Subject: [PATCH 065/108] use _media path for images --- docs/reference/bodypix.md | 2 +- docs/reference/dcgan.md | 2 +- docs/reference/image-classifier.md | 2 +- docs/reference/posenet.md | 2 +- docs/reference/sound-classifier.md | 2 +- docs/reference/yolo.md | 2 +- 6 files changed, 6 insertions(+), 6 deletions(-) diff --git a/docs/reference/bodypix.md b/docs/reference/bodypix.md index de72de050..915441ae0 100644 --- a/docs/reference/bodypix.md +++ b/docs/reference/bodypix.md @@ -2,7 +2,7 @@
- BodyPix Header Image of Harriet Tubman + BodyPix Header Image of Harriet Tubman
diff --git a/docs/reference/dcgan.md b/docs/reference/dcgan.md index bcbcaf350..7cf54fb81 100644 --- a/docs/reference/dcgan.md +++ b/docs/reference/dcgan.md @@ -2,7 +2,7 @@
- generated map images + generated map images
diff --git a/docs/reference/image-classifier.md b/docs/reference/image-classifier.md index bfea81893..50df4ffe8 100644 --- a/docs/reference/image-classifier.md +++ b/docs/reference/image-classifier.md @@ -2,7 +2,7 @@
- image classification of bird + image classification of bird
diff --git a/docs/reference/posenet.md b/docs/reference/posenet.md index c12054ee9..48074cc96 100644 --- a/docs/reference/posenet.md +++ b/docs/reference/posenet.md @@ -2,7 +2,7 @@
- pose detection + pose detection

image via: https://pdm.com.co/tag/posenet/

diff --git a/docs/reference/sound-classifier.md b/docs/reference/sound-classifier.md index d4aa42eb6..4f8ea2a2d 100644 --- a/docs/reference/sound-classifier.md +++ b/docs/reference/sound-classifier.md @@ -2,7 +2,7 @@
- image classification of bird + placeholder
diff --git a/docs/reference/yolo.md b/docs/reference/yolo.md index 48d426e37..0d5b6ab3c 100644 --- a/docs/reference/yolo.md +++ b/docs/reference/yolo.md @@ -2,7 +2,7 @@
- image classification of bird + placeholder
From 389c2b851f6b0176e29374f8f73057f1a76bd1af Mon Sep 17 00:00:00 2001 From: Joey Lee Date: Mon, 7 Oct 2019 11:38:16 -0400 Subject: [PATCH 066/108] [Docs] Uses gh-pages to serve docsify docs (#599) * update docsify config * testing pathways * adds sublevel 2 * rm sidebar comment * testing sidebar nested list issue * relative path is false - using gh-pages * testing - pls ignore * testing plugin issue * drop alias * added no jekyll to root" * testing pathway for images * rm dot from path * set rel path * changed images to _media * use _media path for images --- .nojekyll | 0 .../reference__header-bodypix.png | Bin .../reference__header-dcgan.png | Bin .../reference__header-faceapi.png | Bin .../reference__header-imageClassifier.png | Bin .../reference__header-posenet.jpg | Bin docs/_sidebar.md | 44 +++++++++--------- docs/index.html | 3 +- docs/reference/bodypix.md | 2 +- docs/reference/dcgan.md | 2 +- docs/reference/image-classifier.md | 2 +- docs/reference/posenet.md | 2 +- docs/reference/sound-classifier.md | 2 +- docs/reference/yolo.md | 2 +- 14 files changed, 29 insertions(+), 30 deletions(-) create mode 100644 .nojekyll rename docs/{images => _media}/reference__header-bodypix.png (100%) rename docs/{images => _media}/reference__header-dcgan.png (100%) rename docs/{images => _media}/reference__header-faceapi.png (100%) rename docs/{images => _media}/reference__header-imageClassifier.png (100%) rename docs/{images => _media}/reference__header-posenet.jpg (100%) diff --git a/.nojekyll b/.nojekyll new file mode 100644 index 000000000..e69de29bb diff --git a/docs/images/reference__header-bodypix.png b/docs/_media/reference__header-bodypix.png similarity index 100% rename from docs/images/reference__header-bodypix.png rename to docs/_media/reference__header-bodypix.png diff --git a/docs/images/reference__header-dcgan.png b/docs/_media/reference__header-dcgan.png similarity index 100% rename from docs/images/reference__header-dcgan.png rename to docs/_media/reference__header-dcgan.png diff --git a/docs/images/reference__header-faceapi.png b/docs/_media/reference__header-faceapi.png similarity index 100% rename from docs/images/reference__header-faceapi.png rename to docs/_media/reference__header-faceapi.png diff --git a/docs/images/reference__header-imageClassifier.png b/docs/_media/reference__header-imageClassifier.png similarity index 100% rename from docs/images/reference__header-imageClassifier.png rename to docs/_media/reference__header-imageClassifier.png diff --git a/docs/images/reference__header-posenet.jpg b/docs/_media/reference__header-posenet.jpg similarity index 100% rename from docs/images/reference__header-posenet.jpg rename to docs/_media/reference__header-posenet.jpg diff --git a/docs/_sidebar.md b/docs/_sidebar.md index 3936e2e47..5c5856952 100644 --- a/docs/_sidebar.md +++ b/docs/_sidebar.md @@ -1,5 +1,3 @@ - - * 🌈 **Welcome** * [Getting Started](/) * [FAQ](/faq.md) @@ -9,31 +7,31 @@ * [Promises and Callbacks in ml5](/tutorials/promises-and-callbacks.md) * πŸš€ **Reference** * [**Image**](/) - * [ImageClassifier](./reference/image-classifier.md) - * [PoseNet](./reference/posenet.md) - * [BodyPix](./reference/bodypix.md) - * [UNET](./reference/unet.md) - * [StyleTransfer](./reference/style-transfer.md) - * [pix2pix](./reference/pix2pix.md) - * [CVAE](./reference/cvae.md) - * [DCGAN](./reference/dcgan.md) - * [SketchRNN](./reference/sketchrnn.md) - * [YOLO](./reference/yolo.md) + * [ImageClassifier](/reference/image-classifier.md) + * [PoseNet](/reference/posenet.md) + * [BodyPix](/reference/bodypix.md) + * [UNET](/reference/unet.md) + * [StyleTransfer](/reference/style-transfer.md) + * [pix2pix](/reference/pix2pix.md) + * [CVAE](/reference/cvae.md) + * [DCGAN](/reference/dcgan.md) + * [SketchRNN](/reference/sketchrnn.md) + * [YOLO](/reference/yolo.md) * [**Sound**]() - * [SpeechClassification](./reference/speech-classifier.md) - * [PitchDetection](./reference/pitch-detection.md) + * [SpeechClassification](/reference/speech-classifier.md) + * [PitchDetection](/reference/pitch-detection.md) * [**Text**]() - * [CharRNN](./reference/charrnn.md) - * [Sentiment](./reference/sentiment.md) - * [Word2Vec](./reference/word2vec.md) - * [SketchRNN](./reference/sketchrnn.md) + * [CharRNN](/reference/charrnn.md) + * [Sentiment](/reference/sentiment.md) + * [Word2Vec](/reference/word2vec.md) + * [SketchRNN](/reference/sketchrnn.md) * [**Helpers**]() - * [FeatureExtractor](./reference/feature-extractor.md) - * [KNNClassifier](./reference/knn-classifier.md) + * [FeatureExtractor](/reference/feature-extractor.md) + * [KNNClassifier](/reference/knn-classifier.md) * πŸ— **Contributing** * [Contributor Notes]() * [Maintainer Notes]() * [Style Guide]() - * [Reference guidelines](./styleguide/reference-guidelines.md) - * [Development guidelines](./styleguide/development-guidelines.md) - * [Design guidelines](./styleguide/design-guidelines.md) \ No newline at end of file + * [Reference guidelines](/styleguide/reference-guidelines.md) + * [Development guidelines](/styleguide/development-guidelines.md) + * [Design guidelines](/styleguide/design-guidelines.md) \ No newline at end of file diff --git a/docs/index.html b/docs/index.html index d04aaced4..b8722f9af 100644 --- a/docs/index.html +++ b/docs/index.html @@ -27,7 +27,8 @@ alias:{ '/.*/sidebar.md': '/./sidebar.md' }, - subMaxLevel: 0, + subMaxLevel: 2, + relativePath:true, maxLevel:2, mergeNavbar: true, auto2top: false, diff --git a/docs/reference/bodypix.md b/docs/reference/bodypix.md index de72de050..915441ae0 100644 --- a/docs/reference/bodypix.md +++ b/docs/reference/bodypix.md @@ -2,7 +2,7 @@
- BodyPix Header Image of Harriet Tubman + BodyPix Header Image of Harriet Tubman
diff --git a/docs/reference/dcgan.md b/docs/reference/dcgan.md index bcbcaf350..7cf54fb81 100644 --- a/docs/reference/dcgan.md +++ b/docs/reference/dcgan.md @@ -2,7 +2,7 @@
- generated map images + generated map images
diff --git a/docs/reference/image-classifier.md b/docs/reference/image-classifier.md index 54f015e4d..50df4ffe8 100644 --- a/docs/reference/image-classifier.md +++ b/docs/reference/image-classifier.md @@ -2,7 +2,7 @@
- image classification of bird + image classification of bird
diff --git a/docs/reference/posenet.md b/docs/reference/posenet.md index c12054ee9..48074cc96 100644 --- a/docs/reference/posenet.md +++ b/docs/reference/posenet.md @@ -2,7 +2,7 @@
- pose detection + pose detection

image via: https://pdm.com.co/tag/posenet/

diff --git a/docs/reference/sound-classifier.md b/docs/reference/sound-classifier.md index d4aa42eb6..4f8ea2a2d 100644 --- a/docs/reference/sound-classifier.md +++ b/docs/reference/sound-classifier.md @@ -2,7 +2,7 @@
- image classification of bird + placeholder
diff --git a/docs/reference/yolo.md b/docs/reference/yolo.md index 48d426e37..0d5b6ab3c 100644 --- a/docs/reference/yolo.md +++ b/docs/reference/yolo.md @@ -2,7 +2,7 @@
- image classification of bird + placeholder
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loading...
- - - - - - - - - - - - - + + + ml5 - A friendly machine learning library for the web. + + + + + + + + + + + - +
loading...
+ + + + + + + + + + + + + + From 252e977e05e20d0a41b0445f22b182530a98079e Mon Sep 17 00:00:00 2001 From: joeyklee Date: Mon, 7 Oct 2019 12:38:39 -0400 Subject: [PATCH 068/108] updates alt text and image url --- docs/index.html | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/index.html b/docs/index.html index b8353d52f..64addd58d 100644 --- a/docs/index.html +++ b/docs/index.html @@ -92,8 +92,8 @@ From bf22f63d6924cb19df9cbefb71d10944d8f242db Mon Sep 17 00:00:00 2001 From: joeyklee Date: Mon, 7 Oct 2019 12:41:58 -0400 Subject: [PATCH 069/108] adds getting started url --- docs/index.html | 3 +++ 1 file changed, 3 insertions(+) diff --git a/docs/index.html b/docs/index.html index 64addd58d..3deb3130c 100644 --- a/docs/index.html +++ b/docs/index.html @@ -84,6 +84,9 @@ * **Contributing** πŸ— - * [Contributor Notes]() - * [Maintainer Notes]() - * [Style Guide]() + * [Contributor Notes](/styleguide/contributor-notes.md) + * [Maintenance Notes](/styleguide/maintenance-notes.md) + * Style Guide * [Reference guidelines](/styleguide/reference-guidelines.md) * [Development guidelines](/styleguide/development-guidelines.md) * [Design guidelines](/styleguide/design-guidelines.md) \ No newline at end of file diff --git a/docs/reference/charrnn.md b/docs/reference/charrnn.md index 4a0ada6ce..7eb884e44 100644 --- a/docs/reference/charrnn.md +++ b/docs/reference/charrnn.md @@ -2,7 +2,7 @@
- image classification of bird + image of book with text that says, 'you are designing for humans not machines'
diff --git a/docs/reference/feature-extractor.md b/docs/reference/feature-extractor.md index 3f8b4a4c7..9eafd9444 100644 --- a/docs/reference/feature-extractor.md +++ b/docs/reference/feature-extractor.md @@ -2,7 +2,7 @@
- image classification of bird + Illustration of a brain being sent through a funnel
diff --git a/docs/reference/knn-classifier.md b/docs/reference/knn-classifier.md index 3e96b1820..5e768cc3c 100644 --- a/docs/reference/knn-classifier.md +++ b/docs/reference/knn-classifier.md @@ -2,7 +2,7 @@
- image classification of bird + Illustration of hands making the signs of rock, paper, and scissors on top of different labels
diff --git a/docs/reference/neural-network.md b/docs/reference/neural-network.md index f65fea665..ac9cd2a3b 100644 --- a/docs/reference/neural-network.md +++ b/docs/reference/neural-network.md @@ -4,7 +4,7 @@
- neural network placeholder + Illustration of brain
diff --git a/docs/reference/pitch-detection.md b/docs/reference/pitch-detection.md index 0ef305245..8b0f2895b 100644 --- a/docs/reference/pitch-detection.md +++ b/docs/reference/pitch-detection.md @@ -2,7 +2,7 @@
- image classification of bird + illustration of sound waves
diff --git a/docs/reference/pix2pix.md b/docs/reference/pix2pix.md index a68216abe..d163d54e8 100644 --- a/docs/reference/pix2pix.md +++ b/docs/reference/pix2pix.md @@ -1,10 +1,11 @@ -# NameOfFeature +# Pix2Pix
- image classification of bird + image of drawing converted to the Pokemon character, Pikachu using Pix2Pix
+Image: Image of drawing converted to the Pokemon character, Pikachu using Pix2Pix trained on Pikachu images. Trained by [Yining Shi](https://1023.io); ## Description diff --git a/docs/reference/sentiment.md b/docs/reference/sentiment.md index 78ecf7127..d2219021b 100644 --- a/docs/reference/sentiment.md +++ b/docs/reference/sentiment.md @@ -2,7 +2,7 @@
- image classification of bird + illustration of hand drawing a heart
diff --git a/docs/reference/sketchrnn.md b/docs/reference/sketchrnn.md index 914ab6f63..0b06a95a3 100644 --- a/docs/reference/sketchrnn.md +++ b/docs/reference/sketchrnn.md @@ -2,7 +2,7 @@
- image classification of bird + AI generated cat drawings
@@ -18,7 +18,7 @@ The ml5 library includes [a list of supported SketchRNN models](https://github.c ```js // Create a new SketchRNN Instance -const model = ml5.SketchRNN("cat", modelReady); +const model = ml5.sketchRNN("cat", modelReady); // When the model is loaded function modelReady() { @@ -40,7 +40,7 @@ function gotSketch(err, result) { ### Initialize ```js -const sketchrnn = ml5.SketchRNN(model, ?callback) +const sketchrnn = ml5.sketchRNN(model, ?callback) ``` #### Parameters diff --git a/docs/reference/sound-classifier.md b/docs/reference/sound-classifier.md index 8cc4f5cca..0883d687b 100644 --- a/docs/reference/sound-classifier.md +++ b/docs/reference/sound-classifier.md @@ -2,7 +2,7 @@
- placeholder + placeholder
diff --git a/docs/reference/style-transfer.md b/docs/reference/style-transfer.md index 415a26ff3..cd5d7cd24 100644 --- a/docs/reference/style-transfer.md +++ b/docs/reference/style-transfer.md @@ -2,7 +2,7 @@
- image classification of bird + Transfered style of paintings onto mountain image
diff --git a/docs/reference/unet.md b/docs/reference/unet.md index 41ed040f3..e81a11781 100644 --- a/docs/reference/unet.md +++ b/docs/reference/unet.md @@ -2,7 +2,7 @@
- image classification of bird + Illustration of a background masked behind a person
@@ -10,7 +10,9 @@ The U-Net is a convolutional neural network that was developed for biomedical image segmentation at the Computer Science Department of the University of Freiburg, Germany.[1] The network is based on the fully convolutional network [2] and its architecture was modified and extended to work with fewer training images and to yield more precise segmentations. -UNET allows you to segment an image, removing, for example, the background from video of you while sitting at your desk. +UNET allows you to segment an image. + +The ml5 unet `face` allows you to remove, for example, the background from video of the upper body of person. ## Quickstart diff --git a/docs/reference/word2vec.md b/docs/reference/word2vec.md index b6ccecf41..0412ff626 100644 --- a/docs/reference/word2vec.md +++ b/docs/reference/word2vec.md @@ -2,7 +2,7 @@
- image classification of bird + illustration of an equation with egg plus cat equals kitten
diff --git a/docs/reference/yolo.md b/docs/reference/yolo.md index 09e2a2c56..2b4d552e3 100644 --- a/docs/reference/yolo.md +++ b/docs/reference/yolo.md @@ -2,7 +2,7 @@
- placeholder + cat detected by yolo
diff --git a/docs/styleguide/contributor-notes.md b/docs/styleguide/contributor-notes.md new file mode 100644 index 000000000..0a2b70ff4 --- /dev/null +++ b/docs/styleguide/contributor-notes.md @@ -0,0 +1,3 @@ +# Contributor Notes (External) + +coming soon - notes for contributors \ No newline at end of file diff --git a/docs/styleguide/maintenance-notes.md b/docs/styleguide/maintenance-notes.md new file mode 100644 index 000000000..7d9efc9e4 --- /dev/null +++ b/docs/styleguide/maintenance-notes.md @@ -0,0 +1,3 @@ +# Maintenance Guidelines & DevOps (Internal) + +coming soon - notes for ml5 team \ No newline at end of file From 23699d36baba3a9ee1db9e6e53416116085346a9 Mon Sep 17 00:00:00 2001 From: Joey Lee Date: Wed, 16 Oct 2019 16:50:40 -0400 Subject: [PATCH 094/108] [docs] Updates docs (#636) * adds bodypix notes * updates docs with contributors and p5 web editor links if available * adds kmeans docs * updates sidebar highlight style --- docs/_media/reference__header-kmeans.png | Bin 0 -> 97427 bytes docs/_sidebar.md | 15 ++- docs/reference/bodypix.md | 26 ++--- docs/reference/charrnn.md | 20 ++-- docs/reference/cvae.md | 8 +- docs/reference/dcgan.md | 4 +- docs/reference/face-api.md | 20 ++-- docs/reference/feature-extractor.md | 17 ++- docs/reference/image-classifier.md | 35 ++++--- docs/reference/kmeans.md | 125 +++++++++++++++++++++++ docs/reference/knn-classifier.md | 27 ++--- docs/reference/neural-network.md | 7 +- docs/reference/pitch-detection.md | 19 ++-- docs/reference/pix2pix.md | 16 +-- docs/reference/posenet.md | 19 ++-- docs/reference/sentiment.md | 11 +- docs/reference/sketchrnn.md | 14 +-- docs/reference/sound-classifier.md | 18 ++-- docs/reference/style-transfer.md | 14 +-- docs/reference/unet.md | 11 +- docs/reference/word2vec.md | 9 +- docs/reference/yolo.md | 14 +-- docs/styleguide/reference-guidelines.md | 7 +- 23 files changed, 295 insertions(+), 161 deletions(-) create mode 100644 docs/_media/reference__header-kmeans.png create mode 100644 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+ * [Getting Started](/) * [FAQ](/faq.md) - + * **Tutorials** 🧠 + + * [Introduction to ml5.js](/tutorials/hello-ml5.md) * [Running a local web server](/tutorials/local-web-server) * [Promises and Callbacks in ml5](/tutorials/promises-and-callbacks.md) +* **Reference** πŸ“ -* **Reference** πŸ“ * [Overview](/reference/index.md) * **Helpers** ✨ * [NeuralNetwork](/reference/neural-network.md) * [FeatureExtractor](/reference/feature-extractor.md) * [KNNClassifier](/reference/knn-classifier.md) + * [kmeans](/reference/kmeans.md) * **Image** πŸ–Ό * [ImageClassifier](/reference/image-classifier.md) * [PoseNet](/reference/posenet.md) @@ -49,9 +54,9 @@ * [Word2Vec](/reference/word2vec.md) * [SketchRNN](/reference/sketchrnn.md) +* **Contributing** πŸ— -* **Contributing** πŸ— * [Contributor Notes](/styleguide/contributor-notes.md) * [Maintenance Notes](/styleguide/maintenance-notes.md) * Style Guide diff --git a/docs/reference/bodypix.md b/docs/reference/bodypix.md index eaa1deccb..134907a86 100644 --- a/docs/reference/bodypix.md +++ b/docs/reference/bodypix.md @@ -191,7 +191,7 @@ bodyPix.segment(?input, ?options, callback) πŸ“₯ **Inputs** -* **input**: HTMLImageElement | ImageData | HTMLCanvasElement. NOTE: Videos should be added in the constructor. +* **input**: HTMLImageElement | | HTMLVideoElement | ImageData | HTMLCanvasElement. NOTE: Videos can be added in the constructor. * **options**: Object. You can change the `outputStride and `segmentationThreshold` * **callback**: Function. A function to handle the results of `.segment()`. Likely a function to do something with the segmented image. @@ -214,7 +214,7 @@ bodyPix.segmentWithParts(?input, ?options, callback) πŸ“₯ **Inputs** -* **input**: HTMLImageElement | ImageData | HTMLCanvasElement. NOTE: Videos should be added in the constructor. +* **input**: HTMLImageElement | HTMLVideoElement | ImageData | HTMLCanvasElement. NOTE: Videos can be added in the constructor. * **options**: Object. You can change the `outputStride and `segmentationThreshold` * **callback**: Function. A function to handle the results of `.segment()`. Likely a function to do something with the segmented image. @@ -227,11 +227,6 @@ bodyPix.segmentWithParts(?input, ?options, callback) ## Examples -**plain javascript** -* [BodyPix_Image](https://github.com/ml5js/ml5-examples/tree/development/javascript/BodyPix/BodyPix_Image) -* [BodyPix_Webcam](https://github.com/ml5js/ml5-examples/tree/development/javascript/BodyPix/BodyPix_Webcam) -* [BodyPix_Webcam_Parts](https://github.com/ml5js/ml5-examples/tree/development/javascript/BodyPix/BodyPix_Webcam_Parts) - **p5.js** * [BodyPix_Image](https://github.com/ml5js/ml5-examples/tree/development/p5js/BodyPix/BodyPix_Image) * [BodyPix_Webcam](https://github.com/ml5js/ml5-examples/tree/development/p5js/BodyPix/BodyPix_Webcam) @@ -239,8 +234,12 @@ bodyPix.segmentWithParts(?input, ?options, callback) * [BodyPix_p5Instance](https://github.com/ml5js/ml5-examples/tree/development/p5js/BodyPix/BodyPix_p5Instance) **p5 web editor** -* [Example 1]() -* [Example 2]() +* none yet + +**plain javascript** +* [BodyPix_Image](https://github.com/ml5js/ml5-examples/tree/development/javascript/BodyPix/BodyPix_Image) +* [BodyPix_Webcam](https://github.com/ml5js/ml5-examples/tree/development/javascript/BodyPix/BodyPix_Webcam) +* [BodyPix_Webcam_Parts](https://github.com/ml5js/ml5-examples/tree/development/javascript/BodyPix/BodyPix_Webcam_Parts) ## Demo @@ -253,13 +252,14 @@ No tutorials yet - contribute one today! ## Acknowledgements **Contributors**: - * Name 1 - * Name 2 + * Ported to ml5.js by [Joey Lee](https://jk-lee.com). **Credits**: - * Paper Reference | Website URL | Github Repo | Book reference | etc + * The BodyPix model was developed by [Dan Oved](https://www.danioved.com/) and [Tyler Zhu](https://ai.google/research/people/TylerZhu) and their [additional contributors](https://github.com/tensorflow/tfjs-models/tree/master/body-pix#acknowledgement). Learn more about BodyPix: + * [BodyPix on Github](https://github.com/tensorflow/tfjs-models/tree/master/body-pix#acknowledgement) + * [BodyPix blog post release](https://medium.com/tensorflow/introducing-bodypix-real-time-person-segmentation-in-the-browser-with-tensorflow-js-f1948126c2a0) ## Source Code -* [/src/BodyPix]() +* [/src/BodyPix](https://github.com/ml5js/ml5-library/tree/development/src/BodyPix) diff --git a/docs/reference/charrnn.md b/docs/reference/charrnn.md index 7eb884e44..7e9535a56 100644 --- a/docs/reference/charrnn.md +++ b/docs/reference/charrnn.md @@ -152,20 +152,21 @@ charrnn.reset() ## Examples -**plain javascript** -* [CharRNN_Interactive](https://github.com/ml5js/ml5-examples/tree/development/javascript/CharRNN/CharRNN_Interactive) -* [CharRNN_Text](https://github.com/ml5js/ml5-examples/tree/development/javascript/CharRNN/CharRNN_Text) -* [CharRNN_Text_Stateful](https://github.com/ml5js/ml5-examples/tree/development/javascript/CharRNN/CharRNN_Text_Stateful) - - **p5.js** * [CharRNN_Interactive](https://github.com/ml5js/ml5-examples/tree/development/p5js/CharRNN/CharRNN_Interactive) * [CharRNN_Text](https://github.com/ml5js/ml5-examples/tree/development/p5js/CharRNN/CharRNN_Text) * [CharRNN_Text_Stateful](https://github.com/ml5js/ml5-examples/tree/development/p5js/CharRNN/CharRNN_Text_Stateful) **p5 web editor** -* [Example 1]() -* [Example 2]() + +* [CharRNN_Interactive](https://editor.p5js.org/ml5/sketches/u7FVGffzX) +* [CharRNN_Text](https://editor.p5js.org/ml5/sketches/fAzNrafbpa) +* [CharRNN_Text_Stateful](https://editor.p5js.org/ml5/sketches/AmPtRcgoX7) + +**plain javascript** +* [CharRNN_Interactive](https://github.com/ml5js/ml5-examples/tree/development/javascript/CharRNN/CharRNN_Interactive) +* [CharRNN_Text](https://github.com/ml5js/ml5-examples/tree/development/javascript/CharRNN/CharRNN_Text) +* [CharRNN_Text_Stateful](https://github.com/ml5js/ml5-examples/tree/development/javascript/CharRNN/CharRNN_Text_Stateful) ## Demo @@ -178,8 +179,7 @@ No tutorials yet - contribute one today! ## Acknowledgements **Contributors**: - * Name 1 - * Name 2 + * Cristobal Valenzuela and Memo Atken **Credits**: * Paper Reference | Website URL | Github Repo | Book reference | etc diff --git a/docs/reference/cvae.md b/docs/reference/cvae.md index 47d363dc2..ff32601a7 100644 --- a/docs/reference/cvae.md +++ b/docs/reference/cvae.md @@ -84,15 +84,14 @@ cvae.generate(label, callback); ## Examples -**plain javascript** -* [CVAE_QuickDraw](https://github.com/ml5js/ml5-examples/tree/development/javascript/CVAE/CVAE_QuickDraw) - **p5.js** * [CVAE_QuickDraw](https://github.com/ml5js/ml5-examples/tree/development/p5js/CVAE/CVAE_QuickDraw) **p5 web editor** * [CVAE_QuickDraw]() +**plain javascript** +* [CVAE_QuickDraw](https://github.com/ml5js/ml5-examples/tree/development/javascript/CVAE/CVAE_QuickDraw) ## Demo @@ -106,8 +105,7 @@ No tutorials yet - contribute one today! ## Acknowledgements **Contributors**: - * Name 1 - * Name 2 + * Wenhe Li & Dingsu (Derek) Wang **Credits**: * Paper Reference | Website URL | Github Repo | Book reference | etc diff --git a/docs/reference/dcgan.md b/docs/reference/dcgan.md index 0b10e0500..033edfa80 100644 --- a/docs/reference/dcgan.md +++ b/docs/reference/dcgan.md @@ -131,8 +131,8 @@ No demos yet - contribute one today! ## Acknowledgements **Contributors**: - * Name 1 - * Name 2 + * YG Zhang & Rui An + * Additional contributions by Joey Lee **Credits**: * Paper Reference | Website URL | Github Repo | Book reference | etc diff --git a/docs/reference/face-api.md b/docs/reference/face-api.md index c1188275c..d63e87f57 100644 --- a/docs/reference/face-api.md +++ b/docs/reference/face-api.md @@ -141,20 +141,19 @@ faceapi.detectSingle(optionsOrCallback, configOrCallback, cb) ## Examples -**plain javascript** -* [FaceApi_Image_Landmarks](https://github.com/ml5js/ml5-examples/tree/development/javascript/FaceApi/FaceApi_Image_Landmarks/) -* [FaceApi_Video_Landmarks](https://github.com/ml5js/ml5-examples/tree/development/javascript/FaceApi/FaceApi_Video_Landmarks/) -* [FaceApi_Video_Landmarks_LocalModels](https://github.com/ml5js/ml5-examples/tree/development/javascript/FaceApi/FaceApi_Video_Landmarks_LocalModels/) - - **p5.js** * [FaceApi_Image_Landmarks](https://github.com/ml5js/ml5-examples/tree/development/p5js/FaceApi/FaceApi_Image_Landmarks) * [FaceApi_Video_Landmarks](https://github.com/ml5js/ml5-examples/tree/development/p5js/FaceApi/FaceApi_Video_Landmarks) * [FaceApi_Video_Landmarks_LocalModels](https://github.com/ml5js/ml5-examples/tree/development/p5js/FaceApi/FaceApi_Video_Landmarks_LocalModels) **p5 web editor** -* [Example 1]() -* [Example 2]() +* [FaceApi_Image_Landmarks]() - coming soon +* [FaceApi_Video_Landmarks]() - coming soon + +**plain javascript** +* [FaceApi_Image_Landmarks](https://github.com/ml5js/ml5-examples/tree/development/javascript/FaceApi/FaceApi_Image_Landmarks/) +* [FaceApi_Video_Landmarks](https://github.com/ml5js/ml5-examples/tree/development/javascript/FaceApi/FaceApi_Video_Landmarks/) +* [FaceApi_Video_Landmarks_LocalModels](https://github.com/ml5js/ml5-examples/tree/development/javascript/FaceApi/FaceApi_Video_Landmarks_LocalModels/) ## Demo @@ -168,11 +167,10 @@ No tutorials yet - contribute one today! ## Acknowledgements **Contributors**: - * Name 1 - * Name 2 + * Ported by [Joey Lee](https://jk-lee.com) **Credits**: - * Paper Reference | Website URL | Github Repo | Book reference | etc + * [Face-api.js](https://github.com/justadudewhohacks/face-api.js/blob/master/README.md) is an open source project built by [Vincent MΓΌhler](https://github.com/justadudewhohacks). ## Source Code diff --git a/docs/reference/feature-extractor.md b/docs/reference/feature-extractor.md index 9eafd9444..f1a33a8c8 100644 --- a/docs/reference/feature-extractor.md +++ b/docs/reference/feature-extractor.md @@ -220,18 +220,18 @@ featureExtractor.predict(input, ?callback) ## Examples -**plain javascript** -* [FeatureExtractor_Image_Regression](https://github.com/ml5js/ml5-examples/tree/development/javascript/FeatureExtractor/FeatureExtractor_Image_Regression) -* [FeatureExtractor_Image_Classification](https://github.com/ml5js/ml5-examples/tree/development/javascript/FeatureExtractor/FeatureExtractor_Image_Classification) - - **p5.js** * [FeatureExtractor_Image_Regression](https://github.com/ml5js/ml5-examples/tree/development/p5js/FeatureExtractor/FeatureExtractor_Image_Regression) * [FeatureExtractor_Image_Classification](https://github.com/ml5js/ml5-examples/tree/development/p5js/FeatureExtractor/FeatureExtractor_Image_Classification) **p5 web editor** -* [FeatureExtractor_Image_Regression]() -* [FeatureExtractor_Image_Classification]() +* [FeatureExtractor_Image_Classification](https://editor.p5js.org/ml5/sketches/4AWAKkeZBx) +* [FeatureExtractor_Image_Regression](https://editor.p5js.org/ml5/sketches/AAA54W1ajd) + +**plain javascript** +* [FeatureExtractor_Image_Regression](https://github.com/ml5js/ml5-examples/tree/development/javascript/FeatureExtractor/FeatureExtractor_Image_Regression) +* [FeatureExtractor_Image_Classification](https://github.com/ml5js/ml5-examples/tree/development/javascript/FeatureExtractor/FeatureExtractor_Image_Classification) + ## Demo @@ -252,8 +252,7 @@ No demos yet - contribute one today! ## Acknowledgements **Contributors**: - * Name 1 - * Name 2 + * Yining Shi & Cristobal Valenzuela **Credits**: * Paper Reference | Website URL | Github Repo | Book reference | etc diff --git a/docs/reference/image-classifier.md b/docs/reference/image-classifier.md index 105317d35..77a7b27f3 100644 --- a/docs/reference/image-classifier.md +++ b/docs/reference/image-classifier.md @@ -123,17 +123,6 @@ classifier.classify(?numberOfClasses ,?callback) ## Examples -**plain javascript** -* [ImageClassification](https://github.com/ml5js/ml5-examples/tree/development/javascript/ImageClassification/ImageClassification) -* [ImageClassification_DoodleNet_Canvas](https://github.com/ml5js/ml5-examples/tree/development/javascript/ImageClassification/ImageClassification_DoodleNet_Canvas) -* [ImageClassification_DoodleNet_Video](https://github.com/ml5js/ml5-examples/tree/development/javascript/ImageClassification/ImageClassification_DoodleNet_Video) -* [ImageClassification_MultipleImages](https://github.com/ml5js/ml5-examples/tree/development/javascript/ImageClassification/ImageClassification_MultipleImages) -* [ImageClassification_Video](https://github.com/ml5js/ml5-examples/tree/development/javascript/ImageClassification/ImageClassification_Video) -* [ImageClassification_VideoScavengerHunt](https://github.com/ml5js/ml5-examples/tree/development/javascript/ImageClassification/ImageClassification_VideoScavengerHunt) -* [ImageClassification_VideoSound](https://github.com/ml5js/ml5-examples/tree/development/javascript/ImageClassification/ImageClassification_VideoSound) -* [ImageClassification_VideoSoundTranslate](https://github.com/ml5js/ml5-examples/tree/development/javascript/ImageClassification/ImageClassification_VideoSoundTranslate) -* [ImageClassification_Video_Load](https://github.com/ml5js/ml5-examples/tree/development/javascript/ImageClassification/ImageClassification_Video_Load) - **p5.js** * [ImageClassification](https://github.com/ml5js/ml5-examples/tree/development/p5js/ImageClassification/ImageClassification) * [ImageClassification_DoodleNet_Canvas](https://github.com/ml5js/ml5-examples/tree/development/p5js/ImageClassification/ImageClassification_DoodleNet_Canvas) @@ -148,7 +137,25 @@ classifier.classify(?numberOfClasses ,?callback) **p5.js Web Editor** -* coming soon! +* [ImageClassification](https://editor.p5js.org/ml5/sketches/DUxe1Z0DXG) +* [ImageClassification_DoodleNet_Canvas]() - coming soon +* [ImageClassification_DoodleNet_Video]() - coming soon +* [ImageClassification_MultipleImages](https://editor.p5js.org/ml5/sketches/f3rqIqNey5) +* [ImageClassification_Teachable-Machine]() - coming soon +* [ImageClassification_Video](https://editor.p5js.org/ml5/sketches/IlF1JFvWjc) +* [ImageClassification_VideoScavengerHunt](https://editor.p5js.org/ml5/sketches/APzpeXOuEQ) +* [ImageClassification_VideoSound](https://editor.p5js.org/ml5/sketches/Ry7EL4JvA3) + +**plain javascript** +* [ImageClassification](https://github.com/ml5js/ml5-examples/tree/development/javascript/ImageClassification/ImageClassification) +* [ImageClassification_DoodleNet_Canvas](https://github.com/ml5js/ml5-examples/tree/development/javascript/ImageClassification/ImageClassification_DoodleNet_Canvas) +* [ImageClassification_DoodleNet_Video](https://github.com/ml5js/ml5-examples/tree/development/javascript/ImageClassification/ImageClassification_DoodleNet_Video) +* [ImageClassification_MultipleImages](https://github.com/ml5js/ml5-examples/tree/development/javascript/ImageClassification/ImageClassification_MultipleImages) +* [ImageClassification_Video](https://github.com/ml5js/ml5-examples/tree/development/javascript/ImageClassification/ImageClassification_Video) +* [ImageClassification_VideoScavengerHunt](https://github.com/ml5js/ml5-examples/tree/development/javascript/ImageClassification/ImageClassification_VideoScavengerHunt) +* [ImageClassification_VideoSound](https://github.com/ml5js/ml5-examples/tree/development/javascript/ImageClassification/ImageClassification_VideoSound) +* [ImageClassification_VideoSoundTranslate](https://github.com/ml5js/ml5-examples/tree/development/javascript/ImageClassification/ImageClassification_VideoSoundTranslate) +* [ImageClassification_Video_Load](https://github.com/ml5js/ml5-examples/tree/development/javascript/ImageClassification/ImageClassification_Video_Load) ## Demo @@ -166,8 +173,8 @@ No demos yet - contribute one today! ## Acknowledgements **Contributors**: - * Name 1 - * Name 2 + * [Cristobal Valenzuela](https://cvalenzuelab.com/) + * [Yining Shi](https://1023.io) **Credits**: * Paper Reference | Website URL | Github Repo | Book reference | etc diff --git a/docs/reference/kmeans.md b/docs/reference/kmeans.md new file mode 100644 index 000000000..5f7677151 --- /dev/null +++ b/docs/reference/kmeans.md @@ -0,0 +1,125 @@ +# Kmeans Clustering + +
+ groups of points colored depending on which cluster it has been categorized into by the kmeans algorithm +
+ + +## Description + +The KMeans clustering algorithm. Read more about it [here](https://en.wikipedia.org/wiki/K-means_clustering) + +## Quickstart + +```js +const data = [{x: 0, y:0}, {x:0, y:1},{x:1, y:0}, {x:1, y:1}] +const options = { + 'k': 3, + 'maxIter': 4, + 'threshold': 0.5, +}; +// Initialize the magicFeature +const kmeans = ml5.kmeans(data, options, clustersCalculated); + +// When the model is loaded +function clustersCalculated() { + console.log('Points Clustered!'); + console.log(kmeans.dataset) +} + +``` + + +## Usage + +### Initialize + +```js +const kmeans = ml5.kmeans(data, ?options, ?callback); +``` + +#### Parameters +* **data**: REQUIRED. JSON object | Data URL. Can be a CSV or JSON dataset. Your data might look like: + * csv: + ```js + x1,y1 + 1,2 + 3,4 + 5,6 + ``` + * json: + ```js + [{x: 0, y:0}, {x:0, y:1},{x:1, y:0}, {x:1, y:1}] + ``` +* **options**: OPTIONAL. Sets the options including: + * `k`: the number of clusters + * `maxIter`: Max number of iterations to try before forcing convergence. + * `threshold`: Threshold for updated centriod distance before declaring convergence. +* **callback**: OPTIONAL. A callback function that is called once the kmeans clusters have been calculated. + + +### Properties + + +*** +#### .config +> *Object*: object containing the configuration of the kmeans +*** + +*** +#### .dataset +> **Array**: an array of objects containing the original data where each object is a "row" of data with a property called `centroid` indicating which cluster this point belongs to. +*** +*** +#### .dataTensor +> **Tensor**: an tensorflow tensor representing the `.dataset` property +*** +*** +#### .centroids +> **Tensor**: an tensorflow tensor representing the `.centroids` +*** + + + +### Methods + + +* The ml5.kmeans() calculates the kmeans clusters of the input data. See usage above. + + +## Examples + +**p5.js** +* [KMeans_imageSegmentation](https://github.com/ml5js/ml5-examples/tree/development/p5js/KMeans/KMeans_imageSegmentation/) + +**p5 web editor** +* coming soon + +**plain javascript** +* coming soon + +**d3.js** +* [KMeans_GaussianClusterDemo](https://github.com/ml5js/ml5-examples/tree/development/d3/KMeans/KMeans_GaussianClusterDemo) + +## Demo + +No demos yet - contribute one today! + +## Tutorials + +No tutorials yet - contribute one today! + + +## Acknowledgements + +**Contributors**: + * [Jared Wilber](https://www.jwilber.me/) + +**Credits**: + * Paper Reference | Website URL | Github Repo | Book reference | etc + +## Source Code + +* [/src/KMeans](https://github.com/ml5js/ml5-library/tree/development/src/KMeans) + + diff --git a/docs/reference/knn-classifier.md b/docs/reference/knn-classifier.md index 5e768cc3c..c9a968462 100644 --- a/docs/reference/knn-classifier.md +++ b/docs/reference/knn-classifier.md @@ -226,13 +226,6 @@ knnClassifier.load(path, callback?) ## Examples -**plain javascript** -* [KNNClassification_PoseNet](https://github.com/ml5js/ml5-examples/tree/development/javascript/KNNClassification/KNNClassification_PoseNet) -* [KNNClassification_Video](https://github.com/ml5js/ml5-examples/tree/development/javascript/KNNClassification/KNNClassification_Video) -* [KNNClassification_VideoSound](https://github.com/ml5js/ml5-examples/tree/development/javascript/KNNClassification/KNNClassification_VideoSound) -* [KNNClassification_VideoSquare](https://github.com/ml5js/ml5-examples/tree/development/javascript/KNNClassification/KNNClassification_VideoSquare) - - **p5.js** * [KNNClassification_PoseNet](https://github.com/ml5js/ml5-examples/tree/development/p5js/KNNClassification/KNNClassification_PoseNet) * [KNNClassification_Video](https://github.com/ml5js/ml5-examples/tree/development/p5js/KNNClassification/KNNClassification_Video) @@ -240,10 +233,19 @@ knnClassifier.load(path, callback?) * [KNNClassification_VideoSquare](https://github.com/ml5js/ml5-examples/tree/development/p5js/KNNClassification/KNNClassification_VideoSquare) **p5 web editor** -* [KNNClassification_PoseNet]() -* [KNNClassification_Video]() -* [KNNClassification_VideoSound]() -* [KNNClassification_VideoSquare]() +* [KNNClassification_PoseNet](https://editor.p5js.org/ml5/sketches/4c7Fgs7baz) +* [KNNClassification_Video](https://editor.p5js.org/ml5/sketches/ZIDZyjW5LM) +* [KNNClassification_VideoSound](https://editor.p5js.org/ml5/sketches/It5-jyEY2R) +* [KNNClassification_VideoSquare](https://editor.p5js.org/ml5/sketches/S3JfKStZ8I) + + +**plain javascript** +* [KNNClassification_PoseNet](https://github.com/ml5js/ml5-examples/tree/development/javascript/KNNClassification/KNNClassification_PoseNet) +* [KNNClassification_Video](https://github.com/ml5js/ml5-examples/tree/development/javascript/KNNClassification/KNNClassification_Video) +* [KNNClassification_VideoSound](https://github.com/ml5js/ml5-examples/tree/development/javascript/KNNClassification/KNNClassification_VideoSound) +* [KNNClassification_VideoSquare](https://github.com/ml5js/ml5-examples/tree/development/javascript/KNNClassification/KNNClassification_VideoSquare) + + ## Demo @@ -263,8 +265,7 @@ No demos yet - contribute one today! ## Acknowledgements **Contributors**: - * Name 1 - * Name 2 + * Yining Shi & Cristobal Valenzuela **Credits**: * Paper Reference | Website URL | Github Repo | Book reference | etc diff --git a/docs/reference/neural-network.md b/docs/reference/neural-network.md index ac9cd2a3b..b257adbab 100644 --- a/docs/reference/neural-network.md +++ b/docs/reference/neural-network.md @@ -435,9 +435,6 @@ neuralNetwork.load(?filesOrPath, ?callback) ## Examples -**plain javascript** - -* coming soon **p5.js** - [NeuralNetwork_Simple-Classification](https://github.com/ml5js/ml5-examples/tree/development/p5js/NeuralNetwork/NeuralNetwork_Simple-Classification) @@ -459,6 +456,10 @@ neuralNetwork.load(?filesOrPath, ?callback) **p5 web editor** * coming soon +**plain javascript** + +* coming soon + ## Demo No demos yet - contribute one today! diff --git a/docs/reference/pitch-detection.md b/docs/reference/pitch-detection.md index 8b0f2895b..ee24954ea 100644 --- a/docs/reference/pitch-detection.md +++ b/docs/reference/pitch-detection.md @@ -103,20 +103,20 @@ detector.getPitch(?callback) ## Examples -**plain javascript** -* [PitchDetection](https://github.com/ml5js/ml5-examples/tree/development/javascript/PitchDetection/PitchDetection) -* [PitchDetection_Game](https://github.com/ml5js/ml5-examples/tree/development/javascript/PitchDetection/PitchDetection_Game) -* [PitchDetection_Piano](https://github.com/ml5js/ml5-examples/tree/development/javascript/PitchDetection/PitchDetection_Piano) - **p5.js** * [PitchDetection](https://github.com/ml5js/ml5-examples/tree/development/p5js/PitchDetection/PitchDetection) * [PitchDetection_Game](https://github.com/ml5js/ml5-examples/tree/development/p5js/PitchDetection/PitchDetection_Game) * [PitchDetection_Piano](https://github.com/ml5js/ml5-examples/tree/development/p5js/PitchDetection/PitchDetection_Piano) **p5 web editor** -* [PitchDetection]() -* [PitchDetection_Game]() -* [PitchDetection_Piano]() +* [PitchDetection](https://editor.p5js.org/ml5/sketches/RmX1EsBzKi) +* [PitchDetection_Game](https://editor.p5js.org/ml5/sketches/kQ-qvPySiw-) +* [PitchDetection_Piano](https://editor.p5js.org/ml5/sketches/fzc0dAdUpMs) + +**plain javascript** +* [PitchDetection](https://github.com/ml5js/ml5-examples/tree/development/javascript/PitchDetection/PitchDetection) +* [PitchDetection_Game](https://github.com/ml5js/ml5-examples/tree/development/javascript/PitchDetection/PitchDetection_Game) +* [PitchDetection_Piano](https://github.com/ml5js/ml5-examples/tree/development/javascript/PitchDetection/PitchDetection_Piano) ## Demo @@ -129,8 +129,7 @@ No tutorials yet - contribute one today! ## Acknowledgements **Contributors**: - * Name 1 - * Name 2 + * Hannah Davis **Credits**: * Paper Reference | Website URL | Github Repo | Book reference | etc diff --git a/docs/reference/pix2pix.md b/docs/reference/pix2pix.md index d163d54e8..64716d2a0 100644 --- a/docs/reference/pix2pix.md +++ b/docs/reference/pix2pix.md @@ -81,18 +81,19 @@ styleTransfer.transfer(canvas, ?callback) ## Examples -**plain javascript** -* [Pix2Pix_callback](https://github.com/ml5js/ml5-examples/tree/development/javascript/Pix2Pix/Pix2Pix_callback) -* [Pix2Pix_promise](https://github.com/ml5js/ml5-examples/tree/development/javascript/Pix2Pix/Pix2Pix_promise) - **p5.js** * [Pix2Pix_callback](https://github.com/ml5js/ml5-examples/tree/development/p5js/Pix2Pix/Pix2Pix_callback) * [Pix2Pix_promise](https://github.com/ml5js/ml5-examples/tree/development/p5js/Pix2Pix/Pix2Pix_promise) **p5 web editor** -* [Pix2Pix_callback]() -* [Pix2Pix_promise]() +* [Pix2Pix_callback](https://editor.p5js.org/ml5/sketches/WIvXUJj5fz9) +* [Pix2Pix_promise](https://editor.p5js.org/ml5/sketches/6TX98ozmRf-) + +**plain javascript** +* [Pix2Pix_callback](https://github.com/ml5js/ml5-examples/tree/development/javascript/Pix2Pix/Pix2Pix_callback) +* [Pix2Pix_promise](https://github.com/ml5js/ml5-examples/tree/development/javascript/Pix2Pix/Pix2Pix_promise) + ## Demo @@ -105,8 +106,7 @@ No tutorials yet - contribute one today! ## Acknowledgements **Contributors**: - * Name 1 - * Name 2 + * Yining Shi **Credits**: * Paper Reference | Website URL | Github Repo | Book reference | etc diff --git a/docs/reference/posenet.md b/docs/reference/posenet.md index c96909781..aaff83daa 100644 --- a/docs/reference/posenet.md +++ b/docs/reference/posenet.md @@ -241,17 +241,21 @@ poseNet.multiPose(?input) ## Examples -**plain javascript** -* [PoseNet_image_single](https://github.com/ml5js/ml5-examples/tree/development/javascript/PoseNet/PoseNet_image_single) -* [PoseNet_part_selection](https://github.com/ml5js/ml5-examples/tree/development/javascript/PoseNet/PoseNet_part_selection) -* [PoseNet_webcam](https://github.com/ml5js/ml5-examples/tree/development/javascript/PoseNet/PoseNet_webcam) - - **p5.js** * [PoseNet_image_single](https://github.com/ml5js/ml5-examples/tree/development/p5js/PoseNet/PoseNet_image_single) * [PoseNet_part_selection](https://github.com/ml5js/ml5-examples/tree/development/p5js/PoseNet/PoseNet_part_selection) * [PoseNet_webcam](https://github.com/ml5js/ml5-examples/tree/development/p5js/PoseNet/PoseNet_webcam) +**p5 web editor** +* [PoseNet_image_single](https://editor.p5js.org/ml5/sketches/MmUoz2_thEa) +* [PoseNet_part_selection](https://editor.p5js.org/ml5/sketches/I-alLCVhX3S) +* [PoseNet_webcam](https://editor.p5js.org/ml5/sketches/5FZeotHo76R) + +**plain javascript** +* [PoseNet_image_single](https://github.com/ml5js/ml5-examples/tree/development/javascript/PoseNet/PoseNet_image_single) +* [PoseNet_part_selection](https://github.com/ml5js/ml5-examples/tree/development/javascript/PoseNet/PoseNet_part_selection) +* [PoseNet_webcam](https://github.com/ml5js/ml5-examples/tree/development/javascript/PoseNet/PoseNet_webcam) + ## Demo No demos yet - contribute one today! @@ -265,8 +269,7 @@ No demos yet - contribute one today! ## Acknowledgements **Contributors**: - * Name 1 - * Name 2 + * Cristobal Valenzuela, Maya Man, Dan Oved **Credits**: * Paper Reference | Website URL | Github Repo | Book reference | etc diff --git a/docs/reference/sentiment.md b/docs/reference/sentiment.md index d2219021b..265a7d6c6 100644 --- a/docs/reference/sentiment.md +++ b/docs/reference/sentiment.md @@ -79,14 +79,14 @@ sentiment.predict(text) ## Examples -**plain javascript** -* [Sentiment_Interactive](https://github.com/ml5js/ml5-examples/tree/development/javascript/Sentiment/Sentiment_Interactive) - **p5.js** * [Sentiment_Interactive](https://github.com/ml5js/ml5-examples/tree/development/p5js/Sentiment/Sentiment_Interactive) **p5 web editor** -* [Sentiment_Interactive]() +* [Sentiment_Interactive]() - coming soon + +**plain javascript** +* [Sentiment_Interactive](https://github.com/ml5js/ml5-examples/tree/development/javascript/Sentiment/Sentiment_Interactive) ## Demo @@ -100,8 +100,7 @@ No tutorials yet - contribute one today! ## Acknowledgements **Contributors**: - * Name 1 - * Name 2 + * Itay Niv **Credits**: * Paper Reference | Website URL | Github Repo | Book reference | etc diff --git a/docs/reference/sketchrnn.md b/docs/reference/sketchrnn.md index 0b06a95a3..f335249d8 100644 --- a/docs/reference/sketchrnn.md +++ b/docs/reference/sketchrnn.md @@ -106,18 +106,18 @@ sketchrnn.generate(?seed, ?options, ?callback) ## Examples -**plain javascript** -* [SketchRNN_basic](https://github.com/ml5js/ml5-examples/tree/development/javascript/SketchRNN/_basic) -* [SketchRNN_interactive](https://github.com/ml5js/ml5-examples/tree/development/javascript/SketchRNN/SketchRNN_interactive) - - **p5.js** * [SketchRNN_basic](https://github.com/ml5js/ml5-examples/tree/development/p5js/SketchRNN/SketchRNN_basic) * [SketchRNN_interactive](https://github.com/ml5js/ml5-examples/tree/development/p5js/SketchRNN/SketchRNN_interactive) **p5 web editor** -* [SketchRNN_basic]() -* [SketchRNN_interactive]() +* [SketchRNN_basic](https://editor.p5js.org/ml5/sketches/vSQRE1Sl7F_) +* [SketchRNN_interactive](https://editor.p5js.org/ml5/sketches/uk4JsSRQgIY) + +**plain javascript** +* [SketchRNN_basic](https://github.com/ml5js/ml5-examples/tree/development/javascript/SketchRNN/_basic) +* [SketchRNN_interactive](https://github.com/ml5js/ml5-examples/tree/development/javascript/SketchRNN/SketchRNN_interactive) + ## Demo diff --git a/docs/reference/sound-classifier.md b/docs/reference/sound-classifier.md index 0883d687b..026a288a5 100644 --- a/docs/reference/sound-classifier.md +++ b/docs/reference/sound-classifier.md @@ -95,18 +95,19 @@ soundclassifier.classify(callback); ## Examples -**plain javascript** -* [SoundClassification_speechcommand](https://github.com/ml5js/ml5-examples/tree/development/javascript/SoundClassification/SoundClassification_speechcommand) -* [SoundClassification_speechcommand_load](https://github.com/ml5js/ml5-examples/tree/development/javascript/SoundClassification/SoundClassification_speechcommand_load) - - **p5.js** * [SoundClassification_speechcommand](https://github.com/ml5js/ml5-examples/tree/development/p5js/SoundClassification/SoundClassification_speechcommand) * [SoundClassification_speechcommand_load](https://github.com/ml5js/ml5-examples/tree/development/p5js/SoundClassification/SoundClassification_speechcommand_load) **p5 web editor** -* [SoundClassification_speechcommand]() -* [SoundClassification_speechcommand_load]() +* [SoundClassification_speechcommand]() - coming soon +* [SoundClassification_speechcommand_load]() - coming soon + +**plain javascript** +* [SoundClassification_speechcommand](https://github.com/ml5js/ml5-examples/tree/development/javascript/SoundClassification/SoundClassification_speechcommand) +* [SoundClassification_speechcommand_load](https://github.com/ml5js/ml5-examples/tree/development/javascript/SoundClassification/SoundClassification_speechcommand_load) + + ## Demo @@ -120,8 +121,7 @@ No demos yet - contribute one today! ## Acknowledgements **Contributors**: - * Name 1 - * Name 2 + * Yining Shi **Credits**: * Paper Reference | Website URL | Github Repo | Book reference | etc diff --git a/docs/reference/style-transfer.md b/docs/reference/style-transfer.md index cd5d7cd24..48623580c 100644 --- a/docs/reference/style-transfer.md +++ b/docs/reference/style-transfer.md @@ -84,17 +84,18 @@ styletransfer.transfer(input, ?callback) ## Examples -**plain javascript** -* [StyleTransfer_Image](https://github.com/ml5js/ml5-examples/tree/development/javascript/StyleTransfer/StyleTransfer_Image) -* [StyleTransfer_Video](https://github.com/ml5js/ml5-examples/tree/development/javascript/StyleTransfer/StyleTransfer_Video) **p5.js** * [StyleTransfer_Image](https://github.com/ml5js/ml5-examples/tree/development/p5js/StyleTransfer/StyleTransfer_Image) * [StyleTransfer_Video](https://github.com/ml5js/ml5-examples/tree/development/p5js/StyleTransfer/StyleTransfer_Video) **p5 web editor** -* [StyleTransfer_Image]() -* [StyleTransfer_Video]() +* [StyleTransfer_Image](https://editor.p5js.org/ml5/sketches/BgZzKWNk9) +* [StyleTransfer_Video](https://editor.p5js.org/ml5/sketches/J5NL3u4LJ) + +**plain javascript** +* [StyleTransfer_Image](https://github.com/ml5js/ml5-examples/tree/development/javascript/StyleTransfer/StyleTransfer_Image) +* [StyleTransfer_Video](https://github.com/ml5js/ml5-examples/tree/development/javascript/StyleTransfer/StyleTransfer_Video) ## Demo @@ -107,8 +108,7 @@ No tutorials yet - contribute one today! ## Acknowledgements **Contributors**: - * Name 1 - * Name 2 + * Yining Shi **Credits**: * Paper Reference | Website URL | Github Repo | Book reference | etc diff --git a/docs/reference/unet.md b/docs/reference/unet.md index e81a11781..3e7825139 100644 --- a/docs/reference/unet.md +++ b/docs/reference/unet.md @@ -88,15 +88,16 @@ unet.segment(?video, ?callback); ## Examples -**plain javascript** -* [UNET_webcam](https://github.com/ml5js/ml5-examples/tree/development/javascript/UNET/UNET_webcam) - **p5.js** * [UNET_webcam](https://github.com/ml5js/ml5-examples/tree/development/p5js/UNET/UNET_webcam) **p5 web editor** * [UNET_webcam]() +**plain javascript** +* [UNET_webcam](https://github.com/ml5js/ml5-examples/tree/development/javascript/UNET/UNET_webcam) + + ## Demo No demos yet - contribute one today! @@ -109,8 +110,8 @@ No tutorials yet - contribute one today! ## Acknowledgements **Contributors**: - * [Zaid Alyafeai](https://github.com/zaidalyafeai) - * [Joey Lee](https://github.com/joeyklee) + * Developed by [Zaid Alyafeai](https://github.com/zaidalyafeai) + * Additional contributions by [Joey Lee](https://github.com/joeyklee) **Credits**: * UNET 'face' was trained by [Zaid Alyafeai](https://github.com/zaidalyafeai) using [mut1ny - Face/Head segmentation dataset](http://www.mut1ny.com/face-headsegmentation-dataset). diff --git a/docs/reference/word2vec.md b/docs/reference/word2vec.md index 0412ff626..01214df94 100644 --- a/docs/reference/word2vec.md +++ b/docs/reference/word2vec.md @@ -179,15 +179,15 @@ word2vec.getRandomWord(?callback) ## Examples -**plain javascript** -* [Word2Vec_Interactive](https://github.com/ml5js/ml5-examples/tree/development/javascript/Word2Vec/Word2Vec_Interactive) - **p5.js** * [Word2Vec_Interactive](https://github.com/ml5js/ml5-examples/tree/development/p5js/Word2Vec/Word2Vec_Interactive) **p5 web editor** * [Word2Vec_Interactive]() +**plain javascript** +* [Word2Vec_Interactive](https://github.com/ml5js/ml5-examples/tree/development/javascript/Word2Vec/Word2Vec_Interactive) + ## Demo No demos yet - contribute one today! @@ -199,8 +199,7 @@ No tutorials yet - contribute one today! ## Acknowledgements **Contributors**: - * Name 1 - * Name 2 + * Cristobal Valenzuela, Dan Shiffman, and Jenna Xu **Credits**: * Paper Reference | Website URL | Github Repo | Book reference | etc diff --git a/docs/reference/yolo.md b/docs/reference/yolo.md index 2b4d552e3..5eb8f507e 100644 --- a/docs/reference/yolo.md +++ b/docs/reference/yolo.md @@ -100,17 +100,18 @@ yolo.detect(?callback) ## Examples -**plain javascript** -* [YOLO_single_image](https://github.com/ml5js/ml5-examples/tree/development/javascript/YOLO/YOLO_single_image) -* [YOLO_webcam](https://github.com/ml5js/ml5-examples/tree/development/javascript/YOLO/YOLO_webcam) **p5.js** * [YOLO_single_image](https://github.com/ml5js/ml5-examples/tree/development/p5js/YOLO/YOLO_single_image) * [YOLO_webcam](https://github.com/ml5js/ml5-examples/tree/development/p5js/YOLO/YOLO_webcam) **p5 web editor** -* [YOLO_single_image]() -* [YOLO_webcam]() +* [YOLO_single_image](https://editor.p5js.org/ml5/sketches/3cfHZs_0HcL) +* [YOLO_webcam](https://editor.p5js.org/ml5/sketches/IE_P4q2m0LV) + +**plain javascript** +* [YOLO_single_image](https://github.com/ml5js/ml5-examples/tree/development/javascript/YOLO/YOLO_single_image) +* [YOLO_webcam](https://github.com/ml5js/ml5-examples/tree/development/javascript/YOLO/YOLO_webcam) ## Demo @@ -123,8 +124,7 @@ No tutorials yet - contribute one today! ## Acknowledgements **Contributors**: - * Name 1 - * Name 2 + * Cristobal Valenzuela **Credits**: * Paper Reference | Website URL | Github Repo | Book reference | etc diff --git a/docs/styleguide/reference-guidelines.md b/docs/styleguide/reference-guidelines.md index 4969c34c8..acc85e21f 100644 --- a/docs/styleguide/reference-guidelines.md +++ b/docs/styleguide/reference-guidelines.md @@ -139,16 +139,15 @@ FUNCTION DEFINITION END ## Examples -**plain javascript** +**p5.js** * [Example 1]() * [Example 2]() - -**p5.js** +**p5 web editor** * [Example 1]() * [Example 2]() -**p5 web editor** +**plain javascript** * [Example 1]() * [Example 2]() From e12df6c9587e37f171b5f454b842ce05db8a9bc3 Mon Sep 17 00:00:00 2001 From: Joey Lee Date: Thu, 17 Oct 2019 13:18:47 -0400 Subject: [PATCH 095/108] ml5 v0.4.0 (#638) * updates ml5 version references to 0.4.0 * updates faq and readme * updates iframe in hello ml5 * adds general descriptions about categories * updates readme in docs * bump version number * changes update docs to development branch * changes docbase to gh-pages since this is what is rendered * adds sentiment to support preload (#639) --- README.md | 8 +++++--- docs/README.md | 30 +++++++++++++++++++++--------- docs/faq.md | 12 ++++++++---- docs/index.html | 2 +- docs/reference/index.md | 12 ++++++++---- docs/tutorials/hello-ml5.md | 8 ++++---- package.json | 2 +- src/index.js | 2 +- 8 files changed, 49 insertions(+), 27 deletions(-) diff --git a/README.md b/README.md index 1067d1119..2629983ae 100644 --- a/README.md +++ b/README.md @@ -25,18 +25,20 @@ There are several ways you can use the ml5.js library: +

-* You can use the latest version (0.3.1) by adding it to the head section of your HTML document: +* You can use the latest version (0.4.0) by adding it to the head section of your HTML document: -**v0.3.1** +**v0.4.0** - +

+ * If you need to use an earlier version for any reason, you can change the version number. The [previous versions of ml5 can be found here](https://www.npmjs.com/package/ml5). You can use those previous versions by replacing `` with the ml5 version of interest: diff --git a/docs/README.md b/docs/README.md index 82b1a1f86..a860570a9 100644 --- a/docs/README.md +++ b/docs/README.md @@ -7,7 +7,7 @@ Welcome to the ml5.js documentation. Here you'll find everything you need to get Take a ride on the Coding Train to watch Dan Shiffman's ["A Beginner's Guide to Machine Learning with ml5.js"](https://www.youtube.com/watch?v=jmznx0Q1fP0). Here Dan explains what ml5.js is and where it all comes from. -ml5.js is machine learning _for the web_ in your web browser. Through some clever and exciting advancements, the folks building [TensorFlow.js](https://www.tensorflow.org/js) figured out that it is possible to use the web browser's built in graphics processing unit (GPU) to do calculations that would otherwise run very slowly using central processing unit (CPU) based calculations. A really nice explantion of what is happening with GPUs can be found [here - Why are shaders fast?](https://thebookofshaders.com/01/). ml5 helps to make all these new developments in machine learning on the web more approachable for everyone. +ml5.js is machine learning _for the web_ in your web browser. Through some clever and exciting advancements, the folks building [TensorFlow.js](https://www.tensorflow.org/js) figured out that it is possible to use the web browser's built in graphics processing unit (GPU) to do calculations that would otherwise run very slowly using central processing unit (CPU). A really nice explantion of what is happening with GPUs can be found [here - Why are shaders fast?](https://thebookofshaders.com/01/). ml5 strives to make all these new developments in machine learning on the web more approachable for everyone. ### Quickstart @@ -15,17 +15,17 @@ ml5.js is machine learning _for the web_ in your web browser. Through some cleve The fastest way to get started exploring the creative possibilities of ml5.js are to either: 1. Download a ml5.js project boilerplate. You can download a zip file here: [ml5 project boilerplate](https://github.com/ml5js/ml5-boilerplate/releases).
Or... -2. Open this [p5 web editor sketch with ml5.js added](https://editor.p5js.org/joeyklee/sketches/5VbXAWaV6). +2. Open this [p5 web editor sketch with ml5.js added](https://editor.p5js.org/ml5/sketches/oYweRi2H7). 3. You can also copy and paste the cdn link to the ml5 library here: ``` - + ``` *** #### Quickstart: Plain JavaScript -Reference the [latest version](https://unpkg.com/ml5@0.3.1/dist/ml5.min.js) of ml5.js using a script tag in an HTML file as below: +Reference the [latest version](https://unpkg.com/ml5@0.4.0/dist/ml5.min.js) of ml5.js using a script tag in an HTML file as below: In an **index.html** file, copy and paste the following and open up that file in your web browser. @@ -36,13 +36,13 @@ In an **index.html** file, copy and paste the following and open up that file in Getting Started with ml5.js and p5.js - + @@ -71,7 +71,7 @@ In an **index.html** file, copy and paste the following and open up that file in - + @@ -108,8 +108,20 @@ Coming soon ## Contribute to ml5.js {docsify-ignore} -Coming soon +ml5 is an open source project that values all contributions. ml5 contributions often take the shape of workshops, design contributions, helping to answer people's questions on Github, flagging bugs in code, fixing bugs, adding new features, and more. + +If you'd like to contribute, you're welcome to browse through the issues in our [Github](https://github.com/ml5js/ml5-library/issues) or create a new issue. If you're still unsure of where to start, feel free to ping us at [@ml5js on twitter](https://twitter.com/ml5js),
hello@ml5js.org ## Support {docsify-ignore} -Coming soon \ No newline at end of file +ml5 is always on the look out for grants and funding to support the maintenance and development of the ml5 project (including our educational and community based initiatives). If you are an educational institution, grant funding organization, or otherwise interested in funding the ml5 community of students, researchers, artists, educators, designers, and developers, we'd love to hear from you. + +Feel free to reach out at hello@ml5js.org. + +## Acknowledgements {docsify-ignore} + +ml5.js is supported by the time and dedication of open source developers from all over the world. Funding and support is generously provided by a [Google Education grant](https://edu.google.com/why-google/our-commitment/?modal_active=none%2F) at [NYU's ITP/IMA program](https://itp.nyu.edu/). + +Many thanks [BrowserStack](https://www.browserstack.com/) for providing testing support. + + diff --git a/docs/faq.md b/docs/faq.md index a474935eb..6b609099d 100644 --- a/docs/faq.md +++ b/docs/faq.md @@ -2,17 +2,19 @@ ### Can I use ml5.js in the [p5 web editor](editor.p5js.org)? -Sort of. +Mostly. A number of the ml5 sketches don't currently work in the p5 web editor due to some of the ways that the editor handles data files and some of the network communication regarding making requests to external data (e.g. the big model files that allow ml5.js to run things like image detection, etc). -There are lots of developments in the p5 web editor as well as in ml5 to make sure these environments all play nicely together, but the best thing to do is to try and run things locally if possible. Thanks! +There are lots of developments in the p5 web editor as well as in ml5 to make sure these environments all play nicely together. If something doesn't work in the web editor, the best thing to do is to try and run things locally if possible. See [running a local web server tutorial](/docs/tutorials/local-web-server.md). + +Thanks! ### Can I use ml5.js with node.js? No. Not at the moment. -ml5.js uses TensorFlow.js which uses the browser's GPU to run all the calculations. As a result, all of the ml5.js functionality is based around using the browser GPU. We hope to have ml5.js run in node-js sometime in the near future (especially now that [node support for TensorFlow is a thing](https://www.tensorflow.org/js/guide/nodejs) but the current ml5 setup does not support node.js. +ml5.js uses TensorFlow.js which uses the browser's GPU to run all the calculations. As a result, all of the ml5.js functionality is based around using the browser GPU. We hope to have ml5.js run in node-js sometime in the near future (especially now that [node support for TensorFlow is a thing](https://www.tensorflow.org/js/guide/nodejs) but the current ml5 setup does not support node.js. We hope to support this in the future. [For more discussion about node and ml5.js, visit this issue thread.](https://github.com/ml5js/ml5-library/issues/377) @@ -20,7 +22,9 @@ ml5.js uses TensorFlow.js which uses the browser's GPU to run all the calculatio ### Can I contribute? -Yes! Absolutely. We welcome all forms of socially and technically driven contributions. No contribution is too small. Please contact us at [@ml5js on twitter](https://twitter.com/ml5js) or hello@ml5js.org. +Yes! Absolutely. We welcome all forms of socially and technically driven contributions. No contribution is too small. + +Please contact us at [@ml5js on twitter](https://twitter.com/ml5js), hello@ml5js.org, or [Github](https://github.com/ml5js/ml5-library/issues). ### How can I contribute? diff --git a/docs/index.html b/docs/index.html index d7bf957e8..dfc973051 100644 --- a/docs/index.html +++ b/docs/index.html @@ -106,7 +106,7 @@ - - + + + diff --git a/package.json b/package.json index 7fbdd9608..4cf791a3f 100644 --- a/package.json +++ b/package.json @@ -1,6 +1,6 @@ { "name": "ml5", - "version": "0.3.1", + "version": "0.4.0", "description": "A friendly machine learning library for the web.", "main": "dist/ml5.min.js", "directories": { diff --git a/src/index.js b/src/index.js index 10c9ae406..076402c86 100644 --- a/src/index.js +++ b/src/index.js @@ -45,6 +45,7 @@ const withPreload = { word2vec, YOLO, uNet, + sentiment, bodyPix, faceApi, }; @@ -54,6 +55,5 @@ module.exports = Object.assign({p5Utils}, preloadRegister(withPreload), { ...imageUtils, tf, version, - sentiment, neuralNetwork, }); From 7a796f32510cdf1b1a40a4001c1cfacce0de972f Mon Sep 17 00:00:00 2001 From: Joey Lee Date: Thu, 17 Oct 2019 17:40:40 -0400 Subject: [PATCH 096/108] Update packagelock (#641) * increase test time for imageclassifier * change charrnn test length * rm test length in favor of shorter in test * fix charrnn test" --- src/CharRNN/index_test.js | 4 ++-- src/ImageClassifier/index_test.js | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/src/CharRNN/index_test.js b/src/CharRNN/index_test.js index 04be17df6..573c64e2c 100644 --- a/src/CharRNN/index_test.js +++ b/src/CharRNN/index_test.js @@ -21,7 +21,7 @@ const RNN_DEFAULTS = { const RNN_OPTIONS = { seed: 'the meaning of pizza is: ', - length: 30, + length: 10, temperature: 0.7 } @@ -54,7 +54,7 @@ describe('charRnn', () => { it('generates content that follows the set options', async() => { const result = await rnn.generate(RNN_OPTIONS); - expect(result.sample.length).toBe(30); + expect(result.sample.length).toBe(RNN_OPTIONS.length); }); }); }); diff --git a/src/ImageClassifier/index_test.js b/src/ImageClassifier/index_test.js index 8da5bb132..31b0b4bdb 100644 --- a/src/ImageClassifier/index_test.js +++ b/src/ImageClassifier/index_test.js @@ -37,7 +37,7 @@ describe('imageClassifier', () => { } beforeEach(async () => { - jasmine.DEFAULT_TIMEOUT_INTERVAL = 5000; + jasmine.DEFAULT_TIMEOUT_INTERVAL = 15000; classifier = await imageClassifier('MobileNet', undefined, {}); }); From 02aaa1566de7b5f0055d124d9eaf9bff42969cea Mon Sep 17 00:00:00 2001 From: CJ R Date: Fri, 18 Oct 2019 14:13:11 -0600 Subject: [PATCH 097/108] Remove duplicate SktechRNN link from sidebar (#642) --- docs/_sidebar.md | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/docs/_sidebar.md b/docs/_sidebar.md index 48f37dc7d..745d730ca 100644 --- a/docs/_sidebar.md +++ b/docs/_sidebar.md @@ -52,7 +52,6 @@ * [CharRNN](/reference/charrnn.md) * [Sentiment](/reference/sentiment.md) * [Word2Vec](/reference/word2vec.md) - * [SketchRNN](/reference/sketchrnn.md) * **Contributing** πŸ— @@ -62,4 +61,4 @@ * Style Guide * [Reference guidelines](/styleguide/reference-guidelines.md) * [Development guidelines](/styleguide/development-guidelines.md) - * [Design guidelines](/styleguide/design-guidelines.md) \ No newline at end of file + * [Design guidelines](/styleguide/design-guidelines.md) From e61339ade093baca686f05093d8ae24a12b9f966 Mon Sep 17 00:00:00 2001 From: Yang Date: Fri, 18 Oct 2019 17:35:31 -0400 Subject: [PATCH 098/108] When processing raw data, if the task is classification and the outputs are not strings, convert them into strings. (#645) --- src/NeuralNetwork/NeuralNetworkData.js | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/src/NeuralNetwork/NeuralNetworkData.js b/src/NeuralNetwork/NeuralNetworkData.js index 2b58b4bfc..ad137dcc2 100644 --- a/src/NeuralNetwork/NeuralNetworkData.js +++ b/src/NeuralNetwork/NeuralNetworkData.js @@ -135,6 +135,10 @@ class NeuralNetworkData { if (outputLabels.includes(prop)) { output.ys[prop] = item[prop] + // convert ys into strings, if the task is classification + if(this.config.architecture.task === "classification" && typeof output.ys[prop] !== "string"){ + output.ys[prop] += ""; + } } }) From 222fe06b5b9d1f60da88f79a88810593c1090d10 Mon Sep 17 00:00:00 2001 From: "allcontributors[bot]" <46447321+allcontributors[bot]@users.noreply.github.com> Date: Sun, 20 Oct 2019 00:16:12 -0400 Subject: [PATCH 099/108] docs: add w3cj as a contributor (#644) * docs: update README.md * docs: update .all-contributorsrc --- .all-contributorsrc | 10 ++++++++++ README.md | 3 ++- 2 files changed, 12 insertions(+), 1 deletion(-) diff --git a/.all-contributorsrc b/.all-contributorsrc index 5912b36ba..ba8816707 100644 --- a/.all-contributorsrc +++ b/.all-contributorsrc @@ -649,6 +649,16 @@ "ideas", "example" ] + }, + { + "login": "w3cj", + "name": "CJ R.", + "avatar_url": "https://avatars0.githubusercontent.com/u/14241866?v=4", + "profile": "https://coding.garden", + "contributions": [ + "doc", + "content" + ] } ], "contributorsPerLine": 7, diff --git a/README.md b/README.md index 2629983ae..084a88c87 100644 --- a/README.md +++ b/README.md @@ -1,5 +1,5 @@ # ![ml5](https://user-images.githubusercontent.com/10605821/41332516-2ee26714-6eac-11e8-83e4-a40b8761e764.png) -[![All Contributors](https://img.shields.io/badge/all_contributors-60-orange.svg?style=flat-square)](#contributors) +[![All Contributors](https://img.shields.io/badge/all_contributors-61-orange.svg?style=flat-square)](#contributors) [![BrowserStack Status](https://www.browserstack.com/automate/badge.svg?badge_key=QVNDdlkvMzNYSmhRRWlweXlIOTBENkd0MDBCOUJlbmFVZFRneFIzNlh4az0tLXA4S0loSGNlVUc2V2I3cVdLdXBKdGc9PQ==--8a5e5bfd3eafbba0702c02ec57ffec9d627a78ef)](https://www.browserstack.com/automate/public-build/QVNDdlkvMzNYSmhRRWlweXlIOTBENkd0MDBCOUJlbmFVZFRneFIzNlh4az0tLXA4S0loSGNlVUc2V2I3cVdLdXBKdGc9PQ==--8a5e5bfd3eafbba0702c02ec57ffec9d627a78ef)[![Version](https://img.shields.io/npm/v/ml5.svg?style=flat-square)](https://www.npmjs.com/package/ml5) @@ -170,6 +170,7 @@ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/d Emma Goodliffe
Emma Goodliffe

πŸ€” πŸ’¬ 🚧 Yang
Yang

πŸ’» πŸ› Lydia Jessup
Lydia Jessup

πŸ’» πŸ€” πŸ’‘ + CJ R.
CJ R.

πŸ“– πŸ–‹ From 8c023d9c8783befd9b803279f03bcf9116fb05bb Mon Sep 17 00:00:00 2001 From: Yang Date: Tue, 22 Oct 2019 22:49:32 -0400 Subject: [PATCH 100/108] Adding index_test.js to sentiment model (#649) * Adding tests for sentiment. * Removing unnecessary console.log. * Removing unnecessary console.log. * remove inappropriate word. --- src/Sentiment/index.js | 1 - src/Sentiment/index_test.js | 20 ++++++++++++++++++++ 2 files changed, 20 insertions(+), 1 deletion(-) create mode 100644 src/Sentiment/index_test.js diff --git a/src/Sentiment/index.js b/src/Sentiment/index.js index a16f030b2..05bfc501e 100644 --- a/src/Sentiment/index.js +++ b/src/Sentiment/index.js @@ -42,7 +42,6 @@ class Sentiment { * @param {function} callback - Optional. A callback function that is called once the model has loaded. If no callback is provided, it will return a promise that will be resolved once the model has loaded. */ constructor(modelName, callback) { - console.log('constructor'); /** * Boolean value that specifies if the model has loaded. * @type {boolean} diff --git a/src/Sentiment/index_test.js b/src/Sentiment/index_test.js new file mode 100644 index 000000000..aac09367e --- /dev/null +++ b/src/Sentiment/index_test.js @@ -0,0 +1,20 @@ +const { sentiment } = ml5; + +describe('Sentiment', ()=>{ + let model; + + beforeAll(async () => { + jasmine.DEFAULT_TIMEOUT_INTERVAL = 10000; + model = await sentiment('moviereviews').ready; + }); + + it("Model should be ready",()=> expect(model.ready).toBeTruthy()); + + it("Happy has a sentiment score greater than 0.5", ()=>{ + expect(model.predict('Happy').score).toBeGreaterThan(0.5); + }); + + it("Terrible has a sentiment score less than 0.5", ()=>{ + expect(model.predict('Terrible').score).toBeLessThan(0.5); + }); +}); From e6f527781d06c07b918adf83f73a12c4f531eea4 Mon Sep 17 00:00:00 2001 From: Daniel Shiffman Date: Wed, 23 Oct 2019 18:20:25 -0400 Subject: [PATCH 101/108] model URLs should not be turned into lower case (#650) * only lowercase if not a URL * same fix for sound classifier --- src/ImageClassifier/index.js | 78 ++++++++++++++++++------------------ src/SoundClassifier/index.js | 10 ++--- 2 files changed, 44 insertions(+), 44 deletions(-) diff --git a/src/ImageClassifier/index.js b/src/ImageClassifier/index.js index 1359ca68b..8cf509b74 100644 --- a/src/ImageClassifier/index.js +++ b/src/ImageClassifier/index.js @@ -76,46 +76,46 @@ class ImageClassifier { */ async loadModel(modelUrl) { if (modelUrl) this.model = await this.loadModelFrom(modelUrl); - else this.model = await this.modelToUse.load({version: this.version, alpha: this.alpha}); + else this.model = await this.modelToUse.load({ version: this.version, alpha: this.alpha }); return this; } async loadModelFrom(path = null) { fetch(path) - .then(r => r.json()) - .then((r) => { - if (r.ml5Specs) { - this.mapStringToIndex = r.ml5Specs.mapStringToIndex; - } - }) - // When loading model generated by Teachable Machine 2.0, the r.ml5Specs is missing, - // which is causing imageClassifier failing to display lables. - // In this case, labels are stored in path/./metadata.json - // Therefore, I'm fetching the metadata and feeding the labels into this.mapStringToIndex - // by Yang Yang, yy2473@nyu.edu, Oct 2, 2019 - .then(()=>{ - if (this.mapStringToIndex.length === 0) { - const split = path.split("/"); - const prefix = split.slice(0, split.length - 1).join("/"); - const metadataUrl = `${prefix}/metadata.json`; - fetch(metadataUrl) - .then((res) => { - if (!res.ok) { - console.log("Tried to fetch metadata.json, but it seems to be missing."); - throw Error(res.statusText); - } - return res; - }) - .then(metadataJson => metadataJson.json()) - .then((metadataJson)=> { - if (metadataJson.labels){ - this.mapStringToIndex = metadataJson.labels; - } - }) - .catch(() => console.log("Error when loading metadata.json")); - } - }); + .then(r => r.json()) + .then((r) => { + if (r.ml5Specs) { + this.mapStringToIndex = r.ml5Specs.mapStringToIndex; + } + }) + // When loading model generated by Teachable Machine 2.0, the r.ml5Specs is missing, + // which is causing imageClassifier failing to display lables. + // In this case, labels are stored in path/./metadata.json + // Therefore, I'm fetching the metadata and feeding the labels into this.mapStringToIndex + // by Yang Yang, yy2473@nyu.edu, Oct 2, 2019 + .then(() => { + if (this.mapStringToIndex.length === 0) { + const split = path.split("/"); + const prefix = split.slice(0, split.length - 1).join("/"); + const metadataUrl = `${prefix}/metadata.json`; + fetch(metadataUrl) + .then((res) => { + if (!res.ok) { + console.log("Tried to fetch metadata.json, but it seems to be missing."); + throw Error(res.statusText); + } + return res; + }) + .then(metadataJson => metadataJson.json()) + .then((metadataJson) => { + if (metadataJson.labels) { + this.mapStringToIndex = metadataJson.labels; + } + }) + .catch(() => console.log("Error when loading metadata.json")); + } + }); // end of the Oct 2, 2019 fix this.model = await tf.loadLayersModel(path); return this.model; @@ -206,7 +206,7 @@ class ImageClassifier { || inputNumOrCallback.elt instanceof HTMLCanvasElement || inputNumOrCallback.elt instanceof ImageData) ) { - imgToPredict = inputNumOrCallback.elt; // Handle p5.js image + imgToPredict = inputNumOrCallback.elt; // Handle p5.js image } else if (typeof inputNumOrCallback === 'object' && inputNumOrCallback.canvas instanceof HTMLCanvasElement) { imgToPredict = inputNumOrCallback.canvas; // Handle p5.js image } else if (!(this.video instanceof HTMLVideoElement)) { @@ -242,15 +242,15 @@ class ImageClassifier { } const imageClassifier = (modelName, videoOrOptionsOrCallback, optionsOrCallback, cb) => { - let model; let video; let options = {}; let callback = cb; - if (typeof modelName === 'string') { - model = modelName.toLowerCase(); - } else { + let model = modelName; + if (typeof model !== 'string') { throw new Error('Please specify a model to use. E.g: "MobileNet"'); + } else if (model.indexOf('http') === -1) { + model = modelName.toLowerCase(); } if (videoOrOptionsOrCallback instanceof HTMLVideoElement) { diff --git a/src/SoundClassifier/index.js b/src/SoundClassifier/index.js index e9a0a5334..b42449f34 100644 --- a/src/SoundClassifier/index.js +++ b/src/SoundClassifier/index.js @@ -59,7 +59,7 @@ class SoundClassifier { /** * Classifies the audio from microphone and takes a callback to handle the results - * @param {function | number} numOrCallback - + * @param {function | number} numOrCallback - * takes any of the following params * @param {function} cb - a callback function that handles the results of the function. * @return {function} a promise or the results of a given callback, cb. @@ -82,14 +82,14 @@ class SoundClassifier { } const soundClassifier = (modelName, optionsOrCallback, cb) => { - let model; let options = {}; let callback = cb; - if (typeof modelName === 'string') { - model = modelName.toLowerCase(); - } else { + let model = modelName; + if (typeof model !== 'string') { throw new Error('Please specify a model to use. E.g: "SpeechCommands18w"'); + } else if (model.indexOf('http') === -1) { + model = modelName.toLowerCase(); } if (typeof optionsOrCallback === 'object') { From 25d4cba6a05df6312325fc3af1c12a84ed622878 Mon Sep 17 00:00:00 2001 From: Joey Lee Date: Wed, 23 Oct 2019 22:08:53 -0400 Subject: [PATCH 102/108] [faceapi] allows passing video to detect() and detectSingle() (#653) * allows passing video to detect() and detectSingle() * adds check for p5 video elements --- src/FaceApi/index.js | 44 +++++++++++++++++++++++++------------------- 1 file changed, 25 insertions(+), 19 deletions(-) diff --git a/src/FaceApi/index.js b/src/FaceApi/index.js index 4294eb50c..02c1aa978 100644 --- a/src/FaceApi/index.js +++ b/src/FaceApi/index.js @@ -78,13 +78,15 @@ class FaceApiBase { } = this.config.MODEL_URLS; this.model = faceapi; - - const SsdMobilenetv1Options = this.model.SsdMobilenetv1Options({ minConfidence: this.minConfidence }) + + const SsdMobilenetv1Options = this.model.SsdMobilenetv1Options({ + minConfidence: this.minConfidence + }) await this.model.loadSsdMobilenetv1Model(Mobilenetv1Model, SsdMobilenetv1Options) await this.model.loadFaceLandmarkModel(FaceLandmarkModel) // await this.model.loadFaceLandmarkTinyModel(FaceLandmark68TinyNet) await this.model.loadFaceRecognitionModel(FaceRecognitionModel) - + this.modelReady = true; return this; } @@ -101,18 +103,20 @@ class FaceApiBase { let callback; let faceApiOptions = this.config; - // Handle the image to predict - if (typeof optionsOrCallback === 'function') { + // Handle the image to predict + if (typeof optionsOrCallback === 'function') { imgToClassify = this.video; callback = optionsOrCallback; // clean the following conditional statement up! - } else if (optionsOrCallback instanceof HTMLImageElement - || optionsOrCallback instanceof HTMLCanvasElement - || optionsOrCallback instanceof ImageData) { - imgToClassify = optionsOrCallback; - } else if (typeof optionsOrCallback === 'object' && (optionsOrCallback.elt instanceof HTMLImageElement - || optionsOrCallback.elt instanceof HTMLCanvasElement - || optionsOrCallback.elt instanceof ImageData)){ + } else if (optionsOrCallback instanceof HTMLImageElement || + optionsOrCallback instanceof HTMLCanvasElement || + optionsOrCallback instanceof HTMLVideoElement || + optionsOrCallback instanceof ImageData) { + imgToClassify = optionsOrCallback; + } else if (typeof optionsOrCallback === 'object' && (optionsOrCallback.elt instanceof HTMLImageElement || + optionsOrCallback.elt instanceof HTMLCanvasElement || + optionsOrCallback.elt instanceof HTMLVideoElement || + optionsOrCallback.elt instanceof ImageData)) { imgToClassify = optionsOrCallback.elt; // Handle p5.js image } else if (typeof optionsOrCallback === 'object' && optionsOrCallback.canvas instanceof HTMLCanvasElement) { imgToClassify = optionsOrCallback.canvas; // Handle p5.js image @@ -199,13 +203,15 @@ class FaceApiBase { imgToClassify = this.video; callback = optionsOrCallback; // clean the following conditional statement up! - } else if (optionsOrCallback instanceof HTMLImageElement - || optionsOrCallback instanceof HTMLCanvasElement - || optionsOrCallback instanceof ImageData) { - imgToClassify = optionsOrCallback; - } else if (typeof optionsOrCallback === 'object' && (optionsOrCallback.elt instanceof HTMLImageElement - || optionsOrCallback.elt instanceof HTMLCanvasElement - || optionsOrCallback.elt instanceof ImageData)){ + } else if (optionsOrCallback instanceof HTMLImageElement || + optionsOrCallback instanceof HTMLCanvasElement || + optionsOrCallback instanceof HTMLVideoElement || + optionsOrCallback instanceof ImageData) { + imgToClassify = optionsOrCallback; + } else if (typeof optionsOrCallback === 'object' && (optionsOrCallback.elt instanceof HTMLImageElement || + optionsOrCallback.elt instanceof HTMLCanvasElement || + optionsOrCallback.elt instanceof HTMLVideoElement || + optionsOrCallback.elt instanceof ImageData)) { imgToClassify = optionsOrCallback.elt; // Handle p5.js image } else if (typeof optionsOrCallback === 'object' && optionsOrCallback.canvas instanceof HTMLCanvasElement) { imgToClassify = optionsOrCallback.canvas; // Handle p5.js image From 997a04bbe354d3caf11f729f90eb0f55247618e4 Mon Sep 17 00:00:00 2001 From: Joey Lee Date: Wed, 23 Oct 2019 22:20:45 -0400 Subject: [PATCH 103/108] [devops] Fix testing efficiency (#652) * only lowercase if not a URL * same fix for sound classifier * only call modelInstantiation with beforeAll() rather than beforeEach() --- CONTRIBUTING.md | 2 +- src/BodyPix/index_test.js | 2 +- src/CharRNN/index_test.js | 16 ++-- src/FaceApi/index_test.js | 13 +-- src/ImageClassifier/index_test.js | 150 +++++++++++++++++++----------- src/KMeans/index_test.js | 10 +- src/NeuralNetwork/index_test.js | 34 +++---- 7 files changed, 134 insertions(+), 93 deletions(-) diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index df592d8d5..ea8fd1b3c 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -249,7 +249,7 @@ We’re still rolling out all of our unit tests, but if you want to contribute t ```npm run test:single``` - To run a test on a single model - ```npm run test -- --model:YourModelNameHere``` + ```npm run test -- --model=YourModelNameHere``` This last one is case sensitive! diff --git a/src/BodyPix/index_test.js b/src/BodyPix/index_test.js index b1c767a31..bc4f6e29f 100644 --- a/src/BodyPix/index_test.js +++ b/src/BodyPix/index_test.js @@ -47,7 +47,7 @@ describe('bodyPix', () => { return img; } - beforeEach(async () => { + beforeAll(async () => { jasmine.DEFAULT_TIMEOUT_INTERVAL = 5000; bp = await bodyPix(); }); diff --git a/src/CharRNN/index_test.js b/src/CharRNN/index_test.js index 573c64e2c..5f9dde22e 100644 --- a/src/CharRNN/index_test.js +++ b/src/CharRNN/index_test.js @@ -33,20 +33,20 @@ describe('charRnn', () => { rnn = await charRNN(RNN_MODEL_URL, undefined); }); - it('instantiates an rnn with all the defaults', async () => { - expect(rnn.ready).toBeTruthy(); - expect(rnn.defaults.seed).toBe(RNN_DEFAULTS.seed); - expect(rnn.defaults.length).toBe(RNN_DEFAULTS.length); - expect(rnn.defaults.temperature).toBe(RNN_DEFAULTS.temperature); - expect(rnn.defaults.stateful).toBe(RNN_DEFAULTS.stateful); - }); - // it('loads the model with all the defaults', async () => { // expect(rnn.cellsAmount).toBe(RNN_MODEL_DEFAULTS.cellsAmount); // expect(rnn.vocabSize).toBe(RNN_MODEL_DEFAULTS.vocabSize); // }); describe('generate', () => { + it('instantiates an rnn with all the defaults', async () => { + expect(rnn.ready).toBeTruthy(); + expect(rnn.defaults.seed).toBe(RNN_DEFAULTS.seed); + expect(rnn.defaults.length).toBe(RNN_DEFAULTS.length); + expect(rnn.defaults.temperature).toBe(RNN_DEFAULTS.temperature); + expect(rnn.defaults.stateful).toBe(RNN_DEFAULTS.stateful); + }); + it('Should generate content that follows default options if given an empty object', async() => { const result = await rnn.generate({}); expect(result.sample.length).toBe(20); diff --git a/src/FaceApi/index_test.js b/src/FaceApi/index_test.js index 35b965733..5dfa6fe25 100644 --- a/src/FaceApi/index_test.js +++ b/src/FaceApi/index_test.js @@ -41,17 +41,18 @@ describe('faceApi', () => { // return canvas; // } - beforeEach(async () => { + beforeAll(async () => { jasmine.DEFAULT_TIMEOUT_INTERVAL = 15000; faceapi = await faceApi(); }); - - it('Should create faceApi with all the defaults', async () => { - expect(faceapi.config.withLandmarks).toBe(FACEAPI_DEFAULTS.withLandmarks); - expect(faceapi.config.withDescriptors).toBe(FACEAPI_DEFAULTS.withDescriptors); - }); describe('landmarks', () => { + + it('Should create faceApi with all the defaults', async () => { + expect(faceapi.config.withLandmarks).toBe(FACEAPI_DEFAULTS.withLandmarks); + expect(faceapi.config.withDescriptors).toBe(FACEAPI_DEFAULTS.withDescriptors); + }); + it('Should get landmarks for Frida', async () => { const img = await getImage(); await faceapi.detectSingle(img) diff --git a/src/ImageClassifier/index_test.js b/src/ImageClassifier/index_test.js index 31b0b4bdb..617f6478e 100644 --- a/src/ImageClassifier/index_test.js +++ b/src/ImageClassifier/index_test.js @@ -3,7 +3,11 @@ // This software is released under the MIT License. // https://opensource.org/licenses/MIT -const { imageClassifier } = ml5; +const { + imageClassifier +} = ml5; + +const TM_URL = 'https://storage.googleapis.com/tm-models/WfgKPytY/model.json'; const DEFAULTS = { learningRate: 0.0001, @@ -16,67 +20,109 @@ const DEFAULTS = { version: 2, }; +async function getImage() { + const img = new Image(); + img.crossOrigin = true; + img.src = 'https://cdn.jsdelivr.net/gh/ml5js/ml5-library@development/assets/bird.jpg'; + await new Promise((resolve) => { + img.onload = resolve; + }); + return img; +} + +async function getCanvas() { + const img = await getImage(); + const canvas = document.createElement('canvas'); + canvas.width = img.width; + canvas.height = img.height; + canvas.getContext('2d').drawImage(img, 0, 0); + return canvas; +} + describe('imageClassifier', () => { let classifier; - async function getImage() { - const img = new Image(); - img.crossOrigin = true; - img.src = 'https://cdn.jsdelivr.net/gh/ml5js/ml5-library@development/assets/bird.jpg'; - await new Promise((resolve) => { img.onload = resolve; }); - return img; - } - - async function getCanvas() { - const img = await getImage(); - const canvas = document.createElement('canvas'); - canvas.width = img.width; - canvas.height = img.height; - canvas.getContext('2d').drawImage(img, 0, 0); - return canvas; - } - - beforeEach(async () => { - jasmine.DEFAULT_TIMEOUT_INTERVAL = 15000; - classifier = await imageClassifier('MobileNet', undefined, {}); - }); + /** + * Test imageClassifier with teachable machine + */ + // Teachable machine model + describe('with Teachable Machine model', () => { + + beforeAll(async () => { + jasmine.DEFAULT_TIMEOUT_INTERVAL = 15000; + classifier = await imageClassifier(TM_URL, undefined, {}); + }); + + describe('instantiate', () => { + it('Should create a classifier with all the defaults', async () => { + console.log(classifier) + expect(classifier.modelUrl).toBe(TM_URL); + }); + }); - it('Should create a classifier with all the defaults', async () => { - expect(classifier.version).toBe(DEFAULTS.version); - expect(classifier.alpha).toBe(DEFAULTS.alpha); - expect(classifier.topk).toBe(DEFAULTS.topk); - expect(classifier.ready).toBeTruthy(); }); - describe('classify', () => { - it('Should classify an image of a Robin', async () => { - const img = await getImage(); - await classifier.classify(img) - .then(results => expect(results[0].label).toBe('robin, American robin, Turdus migratorius')); - }); - it('Should support p5 elements with an image on .elt', async () => { - const img = await getImage(); - await classifier.classify({ elt: img }) - .then(results => expect(results[0].label).toBe('robin, American robin, Turdus migratorius')); - }); - it('Should support HTMLCanvasElement', async () => { - const canvas = await getCanvas(); - await classifier.classify(canvas) - .then(results => expect(results[0].label).toBe('robin, American robin, Turdus migratorius')); - }); + /** + * Test imageClassifier with Mobilenet + */ + describe('imageClassifier with Mobilenet', () => { - it('Should support p5 elements with canvas on .canvas', async () => { - const canvas = await getCanvas(); - await classifier.classify({ canvas }) - .then(results => expect(results[0].label).toBe('robin, American robin, Turdus migratorius')); + beforeAll(async () => { + jasmine.DEFAULT_TIMEOUT_INTERVAL = 15000; + classifier = await imageClassifier('MobileNet', undefined, {}); }); - it('Should support p5 elements with canvas on .elt', async () => { - const canvas = await getCanvas(); - await classifier.classify({ elt: canvas }) - .then(results => expect(results[0].label).toBe('robin, American robin, Turdus migratorius')); + describe('instantiate', () => { + + it('Should create a classifier with all the defaults', async () => { + expect(classifier.version).toBe(DEFAULTS.version); + expect(classifier.alpha).toBe(DEFAULTS.alpha); + expect(classifier.topk).toBe(DEFAULTS.topk); + expect(classifier.ready).toBeTruthy(); + }); + }) + + describe('classify', () => { + + it('Should classify an image of a Robin', async () => { + const img = await getImage(); + await classifier.classify(img) + .then(results => expect(results[0].label).toBe('robin, American robin, Turdus migratorius')); + }); + + it('Should support p5 elements with an image on .elt', async () => { + const img = await getImage(); + await classifier.classify({ + elt: img + }) + .then(results => expect(results[0].label).toBe('robin, American robin, Turdus migratorius')); + }); + + it('Should support HTMLCanvasElement', async () => { + const canvas = await getCanvas(); + await classifier.classify(canvas) + .then(results => expect(results[0].label).toBe('robin, American robin, Turdus migratorius')); + }); + + it('Should support p5 elements with canvas on .canvas', async () => { + const canvas = await getCanvas(); + await classifier.classify({ + canvas + }) + .then(results => expect(results[0].label).toBe('robin, American robin, Turdus migratorius')); + }); + + it('Should support p5 elements with canvas on .elt', async () => { + const canvas = await getCanvas(); + await classifier.classify({ + elt: canvas + }) + .then(results => expect(results[0].label).toBe('robin, American robin, Turdus migratorius')); + }); }); + }); -}); + +}) \ No newline at end of file diff --git a/src/KMeans/index_test.js b/src/KMeans/index_test.js index c90cb960c..a14bdecac 100644 --- a/src/KMeans/index_test.js +++ b/src/KMeans/index_test.js @@ -16,7 +16,8 @@ const KMEANS_DEFAULTS = { describe('kMeans', () => { let kmeansModel; const dataurl = 'https://raw.githubusercontent.com/ml5js/ml5-examples/development/d3/KMeans/KMeans_GaussianClusterDemo/data/gaussian2d_2clusters.csv' - beforeEach(async () => { + + beforeAll(async () => { jasmine.DEFAULT_TIMEOUT_INTERVAL = 10000; kmeansModel = await kmeans(dataurl, KMEANS_DEFAULTS, (err, result) => { return; @@ -43,11 +44,4 @@ describe('kMeans', () => { expect(unique).toBe(2); }); - - - - - - - }); \ No newline at end of file diff --git a/src/NeuralNetwork/index_test.js b/src/NeuralNetwork/index_test.js index fdb079270..ca09f47ce 100644 --- a/src/NeuralNetwork/index_test.js +++ b/src/NeuralNetwork/index_test.js @@ -9,27 +9,27 @@ const { } = ml5; const NN_DEFAULTS = { - task: 'regression', - activationHidden: 'sigmoid', - activationOutput: 'sigmoid', - debug: false, - learningRate: 0.25, - inputs: 2, - outputs: 1, - noVal: null, - hiddenUnits: 16, - modelMetrics: ['accuracy'], - modelLoss: 'meanSquaredError', - modelOptimizer: null, - batchSize: 64, - epochs: 32, + task: 'regression', + activationHidden: 'sigmoid', + activationOutput: 'sigmoid', + debug: false, + learningRate: 0.25, + inputs: 2, + outputs: 1, + noVal: null, + hiddenUnits: 16, + modelMetrics: ['accuracy'], + modelLoss: 'meanSquaredError', + modelOptimizer: null, + batchSize: 64, + epochs: 32, } describe('neuralNetwork', () => { let nn; - beforeEach(async () => { + beforeAll(async () => { jasmine.DEFAULT_TIMEOUT_INTERVAL = 15000; nn = await neuralNetwork(); }); @@ -50,7 +50,7 @@ describe('neuralNetwork', () => { // expect(nn.config.training.modelMetrics).toBe(NN_DEFAULTS.modelMetrics); expect(nn.config.training.modelLoss).toBe(NN_DEFAULTS.modelLoss); // expect(nn.config.training.modelOptimizer).toBe(); - + // data defaults // expect(nn.config.dataOptions.dataUrl).toBe(); // expect(nn.config.dataOptions.inputs).toBe(NN_DEFAULTS.inputs); @@ -60,4 +60,4 @@ describe('neuralNetwork', () => { }); -}); +}); \ No newline at end of file From 996c171858277112d6a06fc1d62eafae271a4dc2 Mon Sep 17 00:00:00 2001 From: Joey Lee Date: Thu, 24 Oct 2019 08:58:19 -0400 Subject: [PATCH 104/108] [devops] Devops cleanup (wip) (#643) * rm unused npm scripts * rm updating package json script * update npm scripts naming * copy edit --- docs/README.md | 2 +- package.json | 12 ++---------- scripts/updatePackageVersion.js | 23 ----------------------- 3 files changed, 3 insertions(+), 34 deletions(-) delete mode 100644 scripts/updatePackageVersion.js diff --git a/docs/README.md b/docs/README.md index a860570a9..058d7846c 100644 --- a/docs/README.md +++ b/docs/README.md @@ -34,7 +34,7 @@ In an **index.html** file, copy and paste the following and open up that file in - Getting Started with ml5.js and p5.js + Getting Started with ml5.js diff --git a/package.json b/package.json index 4cf791a3f..9409303bc 100644 --- a/package.json +++ b/package.json @@ -16,17 +16,9 @@ "test": "./node_modules/karma/bin/karma start karma.conf.js ", "test:single": "./node_modules/karma/bin/karma start karma.conf.js --single-run", "test-travis": "./scripts/test-travis.sh", - "dev:docs": "docsify serve docs", - "update:packageVersion": "node ./scripts/updatePackageVersion.js", - "checkout:latest": "git checkout -b v$npm_package_version", - "release:prep": "npm-run-all --sequential update:packageVersion checkout:latest", + "serve:docs": "docsify serve docs", "update:readme": "node ./scripts/updateReadme.js", - "release:build": "npm install && npm run build", - "release:commitAndPush": "git add . && git commit -m 'bumps version and adds latest build' && git push origin v$npm_package_version", - "release:tag": "git tag v$npm_package_version && git push --tags", - "development:sync": "git checkout development && git fetch && git pull", - "release:sync": "git checkout release && git fetch && git pull", - "publish:npm": "npm publish" + "publish:npm": "npm run build && npm publish" }, "repository": { "type": "git", diff --git a/scripts/updatePackageVersion.js b/scripts/updatePackageVersion.js deleted file mode 100644 index d57151775..000000000 --- a/scripts/updatePackageVersion.js +++ /dev/null @@ -1,23 +0,0 @@ -const fs = require('fs'); -const newVersionNumber = process.env.newversion; - -function checkVersionGiven(){ - if(newVersionNumber === undefined){ - console.log('πŸ”₯πŸ”₯πŸ”₯submit the new version number πŸ”₯πŸ”₯πŸ”₯'); - process.exit(22); - } -} - -function updatePackageVersion(fpath){ - checkVersionGiven(); - let packageJson = fs.readFileSync(fpath); - packageJson = JSON.parse(packageJson); - packageJson.version = newVersionNumber; - - - fs.writeFileSync(fpath, JSON.stringify(packageJson, null, 2)); - -} -updatePackageVersion('./package.json') - -// module.exports = updatePackageVersion; \ No newline at end of file From acb76be5c98487ca081da38a25a8caedb6767819 Mon Sep 17 00:00:00 2001 From: Joey Lee Date: Thu, 24 Oct 2019 09:22:23 -0400 Subject: [PATCH 105/108] rm console log in imageClassifier test (#655) --- src/ImageClassifier/index_test.js | 1 - 1 file changed, 1 deletion(-) diff --git a/src/ImageClassifier/index_test.js b/src/ImageClassifier/index_test.js index 617f6478e..93984cdd2 100644 --- a/src/ImageClassifier/index_test.js +++ b/src/ImageClassifier/index_test.js @@ -55,7 +55,6 @@ describe('imageClassifier', () => { describe('instantiate', () => { it('Should create a classifier with all the defaults', async () => { - console.log(classifier) expect(classifier.modelUrl).toBe(TM_URL); }); }); From c7e77ccc8dac886309d0c189c3da0955361fda79 Mon Sep 17 00:00:00 2001 From: Joey Lee Date: Thu, 24 Oct 2019 09:31:45 -0400 Subject: [PATCH 106/108] [docs] Fixes p5 editor URLs (#654) * adds stable named urls to docs * fixes styletransfer training url * fix order of examples --- docs/reference/bodypix.md | 5 ++++- docs/reference/charrnn.md | 6 +++--- docs/reference/cvae.md | 2 +- docs/reference/dcgan.md | 24 +++++++++++++----------- docs/reference/face-api.md | 4 ++-- docs/reference/feature-extractor.md | 5 +++-- docs/reference/image-classifier.md | 17 +++++++++-------- docs/reference/kmeans.md | 2 +- docs/reference/knn-classifier.md | 8 ++++---- docs/reference/neural-network.md | 16 +++++++++++++++- docs/reference/pitch-detection.md | 6 +++--- docs/reference/pix2pix.md | 4 ++-- docs/reference/posenet.md | 6 +++--- docs/reference/sentiment.md | 2 +- docs/reference/sketchrnn.md | 4 ++-- docs/reference/sound-classifier.md | 4 ++-- docs/reference/style-transfer.md | 6 +++--- docs/reference/unet.md | 2 +- docs/reference/word2vec.md | 2 +- docs/reference/yolo.md | 4 ++-- 20 files changed, 75 insertions(+), 54 deletions(-) diff --git a/docs/reference/bodypix.md b/docs/reference/bodypix.md index 134907a86..c34bf74e9 100644 --- a/docs/reference/bodypix.md +++ b/docs/reference/bodypix.md @@ -234,7 +234,10 @@ bodyPix.segmentWithParts(?input, ?options, callback) * [BodyPix_p5Instance](https://github.com/ml5js/ml5-examples/tree/development/p5js/BodyPix/BodyPix_p5Instance) **p5 web editor** -* none yet +* [BodyPix_Image](https://editor.p5js.org/ml5/sketches/BodyPix_Image) +* [BodyPix_Webcam](https://editor.p5js.org/ml5/sketches/BodyPix_Webcam) +* [BodyPix_Webcam_Parts](https://editor.p5js.org/ml5/sketches/BodyPix_Webcam_Parts) +* [BodyPix_p5Instance](https://editor.p5js.org/ml5/sketches/BodyPix_p5Instance) **plain javascript** * [BodyPix_Image](https://github.com/ml5js/ml5-examples/tree/development/javascript/BodyPix/BodyPix_Image) diff --git a/docs/reference/charrnn.md b/docs/reference/charrnn.md index 7e9535a56..59478d5c9 100644 --- a/docs/reference/charrnn.md +++ b/docs/reference/charrnn.md @@ -159,9 +159,9 @@ charrnn.reset() **p5 web editor** -* [CharRNN_Interactive](https://editor.p5js.org/ml5/sketches/u7FVGffzX) -* [CharRNN_Text](https://editor.p5js.org/ml5/sketches/fAzNrafbpa) -* [CharRNN_Text_Stateful](https://editor.p5js.org/ml5/sketches/AmPtRcgoX7) +* [CharRNN_Interactive](https://editor.p5js.org/ml5/sketches/CharRNN_Interactive) +* [CharRNN_Text](https://editor.p5js.org/ml5/sketches/CharRNN_Text) +* [CharRNN_Text_Stateful](https://editor.p5js.org/ml5/sketches/CharRNN_Text_Stateful) **plain javascript** * [CharRNN_Interactive](https://github.com/ml5js/ml5-examples/tree/development/javascript/CharRNN/CharRNN_Interactive) diff --git a/docs/reference/cvae.md b/docs/reference/cvae.md index ff32601a7..7514e5f5e 100644 --- a/docs/reference/cvae.md +++ b/docs/reference/cvae.md @@ -88,7 +88,7 @@ cvae.generate(label, callback); * [CVAE_QuickDraw](https://github.com/ml5js/ml5-examples/tree/development/p5js/CVAE/CVAE_QuickDraw) **p5 web editor** -* [CVAE_QuickDraw]() +* [CVAE_QuickDraw](https://editor.p5js.org/ml5/sketches/CVAE_QuickDraw) **plain javascript** * [CVAE_QuickDraw](https://github.com/ml5js/ml5-examples/tree/development/javascript/CVAE/CVAE_QuickDraw) diff --git a/docs/reference/dcgan.md b/docs/reference/dcgan.md index 033edfa80..0f907513e 100644 --- a/docs/reference/dcgan.md +++ b/docs/reference/dcgan.md @@ -101,13 +101,6 @@ dcgan.generate(callback, ?latentVector); ## Examples -**plain javascript** -* [DCGAN_LatentVector](https://github.com/ml5js/ml5-examples/tree/development/javascript/DCGAN/DCGAN_LatentVector) -* [DCGAN_LatentVector_RandomWalk](https://github.com/ml5js/ml5-examples/tree/development/javascript/DCGAN/DCGAN_LatentVector_RandomWalk) -* [DCGAN_LatentVector_Slider](https://github.com/ml5js/ml5-examples/tree/development/javascript/DCGAN/DCGAN_LatentVector_Slider) -* [DCGAN_Random](https://github.com/ml5js/ml5-examples/tree/development/javascript/DCGAN/DCGAN_Random) - - **p5.js** * [DCGAN_LatentVector](https://github.com/ml5js/ml5-examples/tree/development/p5js/DCGAN/DCGAN_LatentVector) * [DCGAN_LatentVector_RandomWalk](https://github.com/ml5js/ml5-examples/tree/development/p5js/DCGAN/DCGAN_LatentVector_RandomWalk) @@ -115,10 +108,19 @@ dcgan.generate(callback, ?latentVector); * [DCGAN_Random](https://github.com/ml5js/ml5-examples/tree/development/p5js/DCGAN/DCGAN_Random) **p5 web editor** -* [DCGAN_LatentVector]() -* [DCGAN_LatentVector_RandomWalk]() -* [DCGAN_LatentVector_Slider]() -* [DCGAN_Random]() +* [DCGAN_LatentVector](https://editor.p5js.org/ml5/sketches/DCGAN_LatentVector) +* [DCGAN_LatentVector_RandomWalk](https://editor.p5js.org/ml5/sketches/DCGAN_LatentVector_RandomWalk) +* [DCGAN_LatentVector_Slider](https://editor.p5js.org/ml5/sketches/DCGAN_LatentVector_Slider) +* [DCGAN_Random](https://editor.p5js.org/ml5/sketches/DCGAN_Random) + + +**plain javascript** +* [DCGAN_LatentVector](https://github.com/ml5js/ml5-examples/tree/development/javascript/DCGAN/DCGAN_LatentVector) +* [DCGAN_LatentVector_RandomWalk](https://github.com/ml5js/ml5-examples/tree/development/javascript/DCGAN/DCGAN_LatentVector_RandomWalk) +* [DCGAN_LatentVector_Slider](https://github.com/ml5js/ml5-examples/tree/development/javascript/DCGAN/DCGAN_LatentVector_Slider) +* [DCGAN_Random](https://github.com/ml5js/ml5-examples/tree/development/javascript/DCGAN/DCGAN_Random) + + ## Demo diff --git a/docs/reference/face-api.md b/docs/reference/face-api.md index d63e87f57..a07ceb6df 100644 --- a/docs/reference/face-api.md +++ b/docs/reference/face-api.md @@ -147,8 +147,8 @@ faceapi.detectSingle(optionsOrCallback, configOrCallback, cb) * [FaceApi_Video_Landmarks_LocalModels](https://github.com/ml5js/ml5-examples/tree/development/p5js/FaceApi/FaceApi_Video_Landmarks_LocalModels) **p5 web editor** -* [FaceApi_Image_Landmarks]() - coming soon -* [FaceApi_Video_Landmarks]() - coming soon +* [FaceApi_Image_Landmarks](https://editor.p5js.org/ml5/sketches/FaceApi_Image_Landmarks) +* [FaceApi_Video_Landmarks](https://editor.p5js.org/ml5/sketches/FaceApi_Video_Landmarks) **plain javascript** * [FaceApi_Image_Landmarks](https://github.com/ml5js/ml5-examples/tree/development/javascript/FaceApi/FaceApi_Image_Landmarks/) diff --git a/docs/reference/feature-extractor.md b/docs/reference/feature-extractor.md index f1a33a8c8..ebb5c2af7 100644 --- a/docs/reference/feature-extractor.md +++ b/docs/reference/feature-extractor.md @@ -225,8 +225,9 @@ featureExtractor.predict(input, ?callback) * [FeatureExtractor_Image_Classification](https://github.com/ml5js/ml5-examples/tree/development/p5js/FeatureExtractor/FeatureExtractor_Image_Classification) **p5 web editor** -* [FeatureExtractor_Image_Classification](https://editor.p5js.org/ml5/sketches/4AWAKkeZBx) -* [FeatureExtractor_Image_Regression](https://editor.p5js.org/ml5/sketches/AAA54W1ajd) +* [FeatureExtractor_Image_Regression](https://editor.p5js.org/ml5/sketches/FeatureExtractor_Image_Classification) +* [FeatureExtractor_Image_Classification](https://editor.p5js.org/ml5/sketches/FeatureExtractor_Image_Regression) + **plain javascript** * [FeatureExtractor_Image_Regression](https://github.com/ml5js/ml5-examples/tree/development/javascript/FeatureExtractor/FeatureExtractor_Image_Regression) diff --git a/docs/reference/image-classifier.md b/docs/reference/image-classifier.md index 77a7b27f3..3f986ec82 100644 --- a/docs/reference/image-classifier.md +++ b/docs/reference/image-classifier.md @@ -137,14 +137,15 @@ classifier.classify(?numberOfClasses ,?callback) **p5.js Web Editor** -* [ImageClassification](https://editor.p5js.org/ml5/sketches/DUxe1Z0DXG) -* [ImageClassification_DoodleNet_Canvas]() - coming soon -* [ImageClassification_DoodleNet_Video]() - coming soon -* [ImageClassification_MultipleImages](https://editor.p5js.org/ml5/sketches/f3rqIqNey5) -* [ImageClassification_Teachable-Machine]() - coming soon -* [ImageClassification_Video](https://editor.p5js.org/ml5/sketches/IlF1JFvWjc) -* [ImageClassification_VideoScavengerHunt](https://editor.p5js.org/ml5/sketches/APzpeXOuEQ) -* [ImageClassification_VideoSound](https://editor.p5js.org/ml5/sketches/Ry7EL4JvA3) +* [ImageClassification](https://editor.p5js.org/ml5/sketches/ImageClassification) +* [ImageClassification_DoodleNet_Canvas](https://editor.p5js.org/ml5/sketches/ImageClassification_DoodleNet_Canvas) +* [ImageClassification_DoodleNet_Video](https://editor.p5js.org/ml5/sketches/ImageClassification_DoodleNet_Video) +* [ImageClassification_MultipleImages](https://editor.p5js.org/ml5/sketches/ImageClassification_MultipleImages) +* [ImageClassification_Teachable-Machine](https://editor.p5js.org/ml5/sketches/ImageClassification_Teachable-Machine) +* [ImageClassification_Video](https://editor.p5js.org/ml5/sketches/ImageClassification_Video) +* [ImageClassification_VideoScavengerHunt](https://editor.p5js.org/ml5/sketches/ImageClassification_VideoScavengerHunt) +* [ImageClassification_VideoSound](https://editor.p5js.org/ml5/sketches/ImageClassification_VideoSound) +* [ImageClassification_VideoSoundTranslate](https://editor.p5js.org/ml5/sketches/ImageClassification_VideoSoundTranslate) **plain javascript** * [ImageClassification](https://github.com/ml5js/ml5-examples/tree/development/javascript/ImageClassification/ImageClassification) diff --git a/docs/reference/kmeans.md b/docs/reference/kmeans.md index 5f7677151..056dcd4ea 100644 --- a/docs/reference/kmeans.md +++ b/docs/reference/kmeans.md @@ -93,7 +93,7 @@ const kmeans = ml5.kmeans(data, ?options, ?callback); * [KMeans_imageSegmentation](https://github.com/ml5js/ml5-examples/tree/development/p5js/KMeans/KMeans_imageSegmentation/) **p5 web editor** -* coming soon +* [KMeans_imageSegmentation](https://editor.p5js.org/ml5/sketches/KMeans_imageSegmentation/) **plain javascript** * coming soon diff --git a/docs/reference/knn-classifier.md b/docs/reference/knn-classifier.md index c9a968462..0dc2628a5 100644 --- a/docs/reference/knn-classifier.md +++ b/docs/reference/knn-classifier.md @@ -233,10 +233,10 @@ knnClassifier.load(path, callback?) * [KNNClassification_VideoSquare](https://github.com/ml5js/ml5-examples/tree/development/p5js/KNNClassification/KNNClassification_VideoSquare) **p5 web editor** -* [KNNClassification_PoseNet](https://editor.p5js.org/ml5/sketches/4c7Fgs7baz) -* [KNNClassification_Video](https://editor.p5js.org/ml5/sketches/ZIDZyjW5LM) -* [KNNClassification_VideoSound](https://editor.p5js.org/ml5/sketches/It5-jyEY2R) -* [KNNClassification_VideoSquare](https://editor.p5js.org/ml5/sketches/S3JfKStZ8I) +* [KNNClassification_PoseNet](https://editor.p5js.org/ml5/sketches/KNNClassification_PoseNet) +* [KNNClassification_Video](https://editor.p5js.org/ml5/sketches/KNNClassification_Video) +* [KNNClassification_VideoSound](https://editor.p5js.org/ml5/sketches/It5-KNNClassification_VideoSound) +* [KNNClassification_VideoSquare](https://editor.p5js.org/ml5/sketches/KNNClassification_VideoSquare) **plain javascript** diff --git a/docs/reference/neural-network.md b/docs/reference/neural-network.md index b257adbab..0e795473b 100644 --- a/docs/reference/neural-network.md +++ b/docs/reference/neural-network.md @@ -454,7 +454,21 @@ neuralNetwork.load(?filesOrPath, ?callback) - [NeuralNetwork_xy_classifier](https://github.com/ml5js/ml5-examples/tree/development/p5js/NeuralNetwork/NeuralNetwork_xy_classifier) **p5 web editor** -* coming soon +- [NeuralNetwork_Simple-Classification](https://editor.p5js.org/ml5/sketches/NeuralNetwork_Simple-Classification) +- [NeuralNetwork_Simple-Regression](https://editor.p5js.org/ml5/sketches/NeuralNetwork_Simple-Regression) +- [NeuralNetwork_XOR](https://editor.p5js.org/ml5/sketches/NeuralNetwork_XOR) +- [NeuralNetwork_basics](https://editor.p5js.org/ml5/sketches/NeuralNetwork_basics) +- [NeuralNetwork_co2net](https://editor.p5js.org/ml5/sketches/NeuralNetwork_co2net) +- [NeuralNetwork_color_classifier](https://editor.p5js.org/ml5/sketches/NeuralNetwork_color_classifier) +- [NeuralNetwork_load_model](https://editor.p5js.org/ml5/sketches/NeuralNetwork_load_model) +- [NeuralNetwork_load_saved_data](https://editor.p5js.org/ml5/sketches/NeuralNetwork_load_saved_data) +- [NeuralNetwork_lowres_pixels](https://editor.p5js.org/ml5/sketches/NeuralNetwork_lowres_pixels) +- [NeuralNetwork_multiple-layers](https://https://editor.p5js.org/ml5/sketches/NeuralNetwork_multiple-layer) +- [NeuralNetwork_musical_face](https://editor.p5js.org/ml5/sketches/NeuralNetwork_musical_face) +- [NeuralNetwork_musical_mouse](https://editor.p5js.org/ml5/sketches/NeuralNetwork_musical_mouse) +- [NeuralNetwork_pose_classifier](https://editor.p5js.org/ml5/sketches/NeuralNetwork_pose_classifier) +- [NeuralNetwork_titanic](https://editor.p5js.org/ml5/sketches/NeuralNetwork_titanic) +- [NeuralNetwork_xy_classifier](https://editor.p5js.org/ml5/sketches/NeuralNetwork_xy_classifier) **plain javascript** diff --git a/docs/reference/pitch-detection.md b/docs/reference/pitch-detection.md index ee24954ea..45c80d50b 100644 --- a/docs/reference/pitch-detection.md +++ b/docs/reference/pitch-detection.md @@ -109,9 +109,9 @@ detector.getPitch(?callback) * [PitchDetection_Piano](https://github.com/ml5js/ml5-examples/tree/development/p5js/PitchDetection/PitchDetection_Piano) **p5 web editor** -* [PitchDetection](https://editor.p5js.org/ml5/sketches/RmX1EsBzKi) -* [PitchDetection_Game](https://editor.p5js.org/ml5/sketches/kQ-qvPySiw-) -* [PitchDetection_Piano](https://editor.p5js.org/ml5/sketches/fzc0dAdUpMs) +* [PitchDetection](https://editor.p5js.org/ml5/sketches/PitchDetection) +* [PitchDetection_Game](https://editor.p5js.org/ml5/sketches/PitchDetection_Game) +* [PitchDetection_Piano](https://editor.p5js.org/ml5/sketches/PitchDetection_Piano) **plain javascript** * [PitchDetection](https://github.com/ml5js/ml5-examples/tree/development/javascript/PitchDetection/PitchDetection) diff --git a/docs/reference/pix2pix.md b/docs/reference/pix2pix.md index 64716d2a0..e2d411456 100644 --- a/docs/reference/pix2pix.md +++ b/docs/reference/pix2pix.md @@ -87,8 +87,8 @@ styleTransfer.transfer(canvas, ?callback) * [Pix2Pix_promise](https://github.com/ml5js/ml5-examples/tree/development/p5js/Pix2Pix/Pix2Pix_promise) **p5 web editor** -* [Pix2Pix_callback](https://editor.p5js.org/ml5/sketches/WIvXUJj5fz9) -* [Pix2Pix_promise](https://editor.p5js.org/ml5/sketches/6TX98ozmRf-) +* [Pix2Pix_callback](https://editor.p5js.org/ml5/sketches/Pix2Pix_callback) +* [Pix2Pix_promise](https://editor.p5js.org/ml5/sketches/Pix2Pix_promise) **plain javascript** * [Pix2Pix_callback](https://github.com/ml5js/ml5-examples/tree/development/javascript/Pix2Pix/Pix2Pix_callback) diff --git a/docs/reference/posenet.md b/docs/reference/posenet.md index aaff83daa..f98c6485b 100644 --- a/docs/reference/posenet.md +++ b/docs/reference/posenet.md @@ -247,9 +247,9 @@ poseNet.multiPose(?input) * [PoseNet_webcam](https://github.com/ml5js/ml5-examples/tree/development/p5js/PoseNet/PoseNet_webcam) **p5 web editor** -* [PoseNet_image_single](https://editor.p5js.org/ml5/sketches/MmUoz2_thEa) -* [PoseNet_part_selection](https://editor.p5js.org/ml5/sketches/I-alLCVhX3S) -* [PoseNet_webcam](https://editor.p5js.org/ml5/sketches/5FZeotHo76R) +* [PoseNet_image_single](https://editor.p5js.org/ml5/sketches/PoseNet_image_single) +* [PoseNet_part_selection](https://editor.p5js.org/ml5/sketches/PoseNet_part_selection) +* [PoseNet_webcam](https://editor.p5js.org/ml5/sketches/PoseNet_webcam) **plain javascript** * [PoseNet_image_single](https://github.com/ml5js/ml5-examples/tree/development/javascript/PoseNet/PoseNet_image_single) diff --git a/docs/reference/sentiment.md b/docs/reference/sentiment.md index 265a7d6c6..ddf702a3c 100644 --- a/docs/reference/sentiment.md +++ b/docs/reference/sentiment.md @@ -83,7 +83,7 @@ sentiment.predict(text) * [Sentiment_Interactive](https://github.com/ml5js/ml5-examples/tree/development/p5js/Sentiment/Sentiment_Interactive) **p5 web editor** -* [Sentiment_Interactive]() - coming soon +* [Sentiment_Interactive](https://editor.p5js.org/ml5/sketches/Sentiment_Interactive) **plain javascript** * [Sentiment_Interactive](https://github.com/ml5js/ml5-examples/tree/development/javascript/Sentiment/Sentiment_Interactive) diff --git a/docs/reference/sketchrnn.md b/docs/reference/sketchrnn.md index f335249d8..fc075d801 100644 --- a/docs/reference/sketchrnn.md +++ b/docs/reference/sketchrnn.md @@ -111,8 +111,8 @@ sketchrnn.generate(?seed, ?options, ?callback) * [SketchRNN_interactive](https://github.com/ml5js/ml5-examples/tree/development/p5js/SketchRNN/SketchRNN_interactive) **p5 web editor** -* [SketchRNN_basic](https://editor.p5js.org/ml5/sketches/vSQRE1Sl7F_) -* [SketchRNN_interactive](https://editor.p5js.org/ml5/sketches/uk4JsSRQgIY) +* [SketchRNN_basic](https://editor.p5js.org/ml5/sketches/SketchRNN_basic) +* [SketchRNN_interactive](https://editor.p5js.org/ml5/sketches/SketchRNN_interactive) **plain javascript** * [SketchRNN_basic](https://github.com/ml5js/ml5-examples/tree/development/javascript/SketchRNN/_basic) diff --git a/docs/reference/sound-classifier.md b/docs/reference/sound-classifier.md index 026a288a5..741a553f4 100644 --- a/docs/reference/sound-classifier.md +++ b/docs/reference/sound-classifier.md @@ -100,8 +100,8 @@ soundclassifier.classify(callback); * [SoundClassification_speechcommand_load](https://github.com/ml5js/ml5-examples/tree/development/p5js/SoundClassification/SoundClassification_speechcommand_load) **p5 web editor** -* [SoundClassification_speechcommand]() - coming soon -* [SoundClassification_speechcommand_load]() - coming soon +* [SoundClassification_speechcommand](https://editor.p5js.org/ml5/sketches/SoundClassification_speechcommand) +* [SoundClassification_speechcommand_load](https://editor.p5js.org/ml5/sketches/SoundClassification_speechcommand_load) **plain javascript** * [SoundClassification_speechcommand](https://github.com/ml5js/ml5-examples/tree/development/javascript/SoundClassification/SoundClassification_speechcommand) diff --git a/docs/reference/style-transfer.md b/docs/reference/style-transfer.md index 48623580c..08bb273c0 100644 --- a/docs/reference/style-transfer.md +++ b/docs/reference/style-transfer.md @@ -10,7 +10,7 @@ Style Transfer is a machine learning technique that allows to transfer the style of one image into another one. This is a two step process, first you need to train a model on one particular style and then you can apply this style to another image. -You can train your own images following [this tutorial](/docs/training-styletransfer). +You can train your own style transfer model by following [this tutorial](https://github.com/ml5js/training-styletransfer). This implementation is heavily based on [fast-style-transfer-deeplearnjs](https://github.com/reiinakano/fast-style-transfer-deeplearnjs) by [Reiichiro Nakano](https://github.com/reiinakano). The [original TensorFlow implementation](https://github.com/lengstrom/fast-style-transfer) was developed by [Logan Engstrom](https://github.com/lengstrom) @@ -90,8 +90,8 @@ styletransfer.transfer(input, ?callback) * [StyleTransfer_Video](https://github.com/ml5js/ml5-examples/tree/development/p5js/StyleTransfer/StyleTransfer_Video) **p5 web editor** -* [StyleTransfer_Image](https://editor.p5js.org/ml5/sketches/BgZzKWNk9) -* [StyleTransfer_Video](https://editor.p5js.org/ml5/sketches/J5NL3u4LJ) +* [StyleTransfer_Image](https://editor.p5js.org/ml5/sketches/StyleTransfer_Image) +* [StyleTransfer_Video](https://editor.p5js.org/ml5/sketches/StyleTransfer_Video) **plain javascript** * [StyleTransfer_Image](https://github.com/ml5js/ml5-examples/tree/development/javascript/StyleTransfer/StyleTransfer_Image) diff --git a/docs/reference/unet.md b/docs/reference/unet.md index 3e7825139..40ecf86dd 100644 --- a/docs/reference/unet.md +++ b/docs/reference/unet.md @@ -92,7 +92,7 @@ unet.segment(?video, ?callback); * [UNET_webcam](https://github.com/ml5js/ml5-examples/tree/development/p5js/UNET/UNET_webcam) **p5 web editor** -* [UNET_webcam]() +* [UNET_webcam](https://editor.p5js.org/ml5/sketches/UNET_webcam) **plain javascript** * [UNET_webcam](https://github.com/ml5js/ml5-examples/tree/development/javascript/UNET/UNET_webcam) diff --git a/docs/reference/word2vec.md b/docs/reference/word2vec.md index 01214df94..cc8816a8d 100644 --- a/docs/reference/word2vec.md +++ b/docs/reference/word2vec.md @@ -183,7 +183,7 @@ word2vec.getRandomWord(?callback) * [Word2Vec_Interactive](https://github.com/ml5js/ml5-examples/tree/development/p5js/Word2Vec/Word2Vec_Interactive) **p5 web editor** -* [Word2Vec_Interactive]() +* [Word2Vec_Interactive](https://editor.p5js.org/ml5/sketches/Word2Vec_Interactive) **plain javascript** * [Word2Vec_Interactive](https://github.com/ml5js/ml5-examples/tree/development/javascript/Word2Vec/Word2Vec_Interactive) diff --git a/docs/reference/yolo.md b/docs/reference/yolo.md index 5eb8f507e..2962ab35e 100644 --- a/docs/reference/yolo.md +++ b/docs/reference/yolo.md @@ -106,8 +106,8 @@ yolo.detect(?callback) * [YOLO_webcam](https://github.com/ml5js/ml5-examples/tree/development/p5js/YOLO/YOLO_webcam) **p5 web editor** -* [YOLO_single_image](https://editor.p5js.org/ml5/sketches/3cfHZs_0HcL) -* [YOLO_webcam](https://editor.p5js.org/ml5/sketches/IE_P4q2m0LV) +* [YOLO_single_image](https://editor.p5js.org/ml5/sketches/YOLO_single_image) +* [YOLO_webcam](https://editor.p5js.org/ml5/sketches/YOLO_webcam) **plain javascript** * [YOLO_single_image](https://github.com/ml5js/ml5-examples/tree/development/javascript/YOLO/YOLO_single_image) From 301460100eebd374e4ca4c311af12177fdea7ef1 Mon Sep 17 00:00:00 2001 From: Joey Lee Date: Thu, 24 Oct 2019 15:57:00 -0400 Subject: [PATCH 107/108] [utils] Adds ml5.flipImage() to flip images horizontally (#656) * adds flipImage to utils * adds p5 utils to flip video --- src/utils/imageUtilities.js | 62 ++++++++++++++++++++++++++++++++++++- 1 file changed, 61 insertions(+), 1 deletion(-) diff --git a/src/utils/imageUtilities.js b/src/utils/imageUtilities.js index 6122c6189..42d331ad6 100644 --- a/src/utils/imageUtilities.js +++ b/src/utils/imageUtilities.js @@ -4,6 +4,7 @@ // https://opensource.org/licenses/MIT import * as tf from '@tensorflow/tfjs'; +import p5Utils from './p5Utils'; // Resize video elements const processVideo = (input, size, callback = () => {}) => { @@ -61,6 +62,64 @@ const cropImage = (img) => { return img.slice([beginHeight, beginWidth, 0], [size, size, 3]); }; +const flipImage = (img) => { + // image image, bitmap, or canvas + let imgWidth; + let imgHeight; + let inputImg; + + if (img instanceof HTMLImageElement || + img instanceof HTMLCanvasElement || + img instanceof HTMLVideoElement || + img instanceof ImageData) { + inputImg = img; + } else if (typeof img === 'object' && + (img.elt instanceof HTMLImageElement || + img.elt instanceof HTMLCanvasElement || + img.elt instanceof HTMLVideoElement || + img.elt instanceof ImageData)) { + + inputImg = img.elt; // Handle p5.js image + } else if (typeof img === 'object' && + img.canvas instanceof HTMLCanvasElement) { + inputImg = img.canvas; // Handle p5.js image + } else { + inputImg = img; + } + + if (inputImg instanceof HTMLVideoElement) { + // should be videoWidth, videoHeight? + imgWidth = inputImg.width; + imgHeight = inputImg.height; + } else { + imgWidth = inputImg.width; + imgHeight = inputImg.height; + } + + + if (p5Utils.checkP5()) { + const p5Canvas = p5Utils.p5Instance.createGraphics(imgWidth, imgHeight); + p5Canvas.push() + p5Canvas.translate(imgWidth, 0); + p5Canvas.scale(-1, 1); + p5Canvas.image(img, 0, 0, imgWidth, imgHeight); + p5Canvas.pop() + + return p5Canvas; + } + const canvas = document.createElement('canvas'); + canvas.width = imgWidth; + canvas.height = imgHeight; + + const ctx = canvas.getContext('2d'); + ctx.drawImage(inputImg, 0, 0, imgWidth, imgHeight); + ctx.translate(imgWidth, 0); + ctx.scale(-1, 1); + ctx.drawImage(canvas, imgWidth * -1, 0, imgWidth, imgHeight); + return canvas; + +} + // Static Method: image to tf tensor function imgToTensor(input, size = null) { return tf.tidy(() => { @@ -79,4 +138,5 @@ export { processVideo, cropImage, imgToTensor, -}; + flipImage +}; \ No newline at end of file From 1f69115879cfa1421052421692771cdb289a752f Mon Sep 17 00:00:00 2001 From: Joey Lee Date: Thu, 24 Oct 2019 16:23:43 -0400 Subject: [PATCH 108/108] [minor release] ml5 v0.4.1 (#657) * updates version to v0.4.1 * updates docs to reference 0.4.1 --- README.md | 10 ++++++---- docs/README.md | 10 +++++----- docs/tutorials/hello-ml5.md | 2 +- package.json | 2 +- 4 files changed, 13 insertions(+), 11 deletions(-) diff --git a/README.md b/README.md index 084a88c87..90abc93d1 100644 --- a/README.md +++ b/README.md @@ -26,19 +26,21 @@ There are several ways you can use the ml5.js library: +

-* You can use the latest version (0.4.0) by adding it to the head section of your HTML document: +* You can use the latest version (0.4.1) by adding it to the head section of your HTML document: -**v0.4.0** +**v0.4.1** - +

+ * If you need to use an earlier version for any reason, you can change the version number. The [previous versions of ml5 can be found here](https://www.npmjs.com/package/ml5). You can use those previous versions by replacing `` with the ml5 version of interest: @@ -49,7 +51,7 @@ There are several ways you can use the ml5.js library: For example: ```js - + ``` * You can also reference "latest", but we do not recommend this as your code may break as we update ml5. diff --git a/docs/README.md b/docs/README.md index 058d7846c..ef1ae3900 100644 --- a/docs/README.md +++ b/docs/README.md @@ -19,13 +19,13 @@ The fastest way to get started exploring the creative possibilities of ml5.js ar 3. You can also copy and paste the cdn link to the ml5 library here: ``` - + ``` *** #### Quickstart: Plain JavaScript -Reference the [latest version](https://unpkg.com/ml5@0.4.0/dist/ml5.min.js) of ml5.js using a script tag in an HTML file as below: +Reference the [latest version](https://unpkg.com/ml5@0.4.1/dist/ml5.min.js) of ml5.js using a script tag in an HTML file as below: In an **index.html** file, copy and paste the following and open up that file in your web browser. @@ -36,13 +36,13 @@ In an **index.html** file, copy and paste the following and open up that file in Getting Started with ml5.js - + @@ -71,7 +71,7 @@ In an **index.html** file, copy and paste the following and open up that file in - + diff --git a/docs/tutorials/hello-ml5.md b/docs/tutorials/hello-ml5.md index 45d44f311..ab58d6aeb 100644 --- a/docs/tutorials/hello-ml5.md +++ b/docs/tutorials/hello-ml5.md @@ -72,7 +72,7 @@ Here you can see that we read in the javascript libraries. This includes our ml5 - + diff --git a/package.json b/package.json index 9409303bc..753837126 100644 --- a/package.json +++ b/package.json @@ -1,6 +1,6 @@ { "name": "ml5", - "version": "0.4.0", + "version": "0.4.1", "description": "A friendly machine learning library for the web.", "main": "dist/ml5.min.js", "directories": {

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