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Adding Pytorch Image Classification sample #167

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merged 11 commits into from
Dec 18, 2024
Merged

Adding Pytorch Image Classification sample #167

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75532b5
Add ai-ml sample directory, added 1 sample notebook for image classif…
Nov 11, 2024
e66bb82
More verbose notebook
Nov 25, 2024
82f754e
Add steps for public internet access
Nov 27, 2024
1bbe6d9
Address comments from review and also add text labels for each image …
Dec 4, 2024
0c40264
adding patched version of image classification notebook to Dataproc repo
bradmiro Dec 5, 2024
067bacb
apply PR feedback
bradmiro Dec 10, 2024
90b0a55
Merge branch 'master' into bmiro-ai-ml-samples
bradmiro Dec 10, 2024
e74b6d0
lint fix
bradmiro Dec 10, 2024
e0a3e2a
readme fixes
bradmiro Dec 11, 2024
8c83910
Merge branch 'master' into bmiro-ai-ml-samples
bradmiro Dec 18, 2024
4139a99
Update ImageClassificationInSpark.ipynb
bradmiro Dec 18, 2024
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1 change: 1 addition & 0 deletions README.md
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Expand Up @@ -7,6 +7,7 @@ This repository contains code and documentation for use with
* `codelabs/opencv-haarcascade` provides the source code for the [OpenCV Dataproc Codelab](https://codelabs.developers.google.com/codelabs/cloud-dataproc-opencv/index.html), which demonstrates a Spark job that adds facial detection to a set of images.
* `codelabs/spark-bigquery` provides the source code for the [PySpark for Preprocessing BigQuery Data Codelab](https://codelabs.developers.google.com/codelabs/pyspark-bigquery/index.html), which demonstrates using PySpark on Cloud Dataproc to process data from BigQuery.
* `codelabs/spark-nlp` provides the source code for the [PySpark for Natural Language Processing Codelab](https://codelabs.developers.google.com/codelabs/spark-nlp/index.html), which demonstrates using [spark-nlp](https://github.com/JohnSnowLabs/spark-nlp) library for Natural Language Processing.
* `notebooks/ai-ml/` provides source code for Spark for AI/ML use cases, including a [PyTorch](https://pytorch.org/) sample for image classification.
* `notebooks/python` provides example Jupyter notebooks to demonstrate using PySpark with the [BigQuery Storage Connector](https://github.com/GoogleCloudPlatform/spark-bigquery-connector) and the [Spark GCS Connector](https://github.com/GoogleCloudPlatform/bigdata-interop/tree/master/gcs)
* `spark-tensorflow` provides an example of using Spark as a preprocessing toolchain for Tensorflow jobs. Optionally,
it demonstrates the [spark-tensorflow-connector](https://github.com/tensorflow/ecosystem/tree/master/spark/spark-tensorflow-connector) to convert CSV files to TFRecords.
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3 changes: 1 addition & 2 deletions notebooks/README.md
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Expand Up @@ -27,5 +27,4 @@ Follow the links below for instructions on how to create a Dataproc Cluster with

* / neo4j / 1.1. Similarity Example, Graph Data Science Client - Python
* / neo4j / 1.2. Similarity Example, Python Client
* / neo4j / 1.3. Similarity Example, BigQuery Storage & Spark Connector & GDS Client - Python

* / neo4j / 1.3. Similarity Example, BigQuery Storage & Spark Connector & GDS Client - Python
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