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RC-4.5.0: AutoInterface introduce#118

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OPHoperHPO merged 24 commits intodevelopmentOPHoperHPO/image-background-remove-tool:developmentfrom autosceneOPHoperHPO/image-background-remove-tool:autosceneCopy head branch name to clipboardFeb 8, 2023

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Commits on Nov 5, 2022

• Merge pull request #114 from OPHoperHPO/development

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Commits on Jan 2, 2023

• Removed obsolete models

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Commits on Jan 3, 2023

• 1. Added new AutoScene preprocessing method

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• 1. Added AutoScene preprocessing to all information documents and interfaces.

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• Updated jupyter notebook

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Commits on Jan 5, 2023

• Runned all pre-commit hooks on all files(forced), due to @OPHoperHPO setup not being fully configured. Fixed models download(added scene classifier) and tests(same here).

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Commits on Jan 11, 2023

• Added object classifier YOLOv4.

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• Added auto preprocessing method to automatically select the best methods for images with different scene types. auto uses a scene classifier and an object classifier to perform full analysis on all…

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• Fixed bug

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• Pre-commit hook performed

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• Added fp16 support for AutoInterface

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Commits on Jan 26, 2023

• Added CascadePSP segmentation refinement network.

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Commits on Jan 29, 2023

• Test trimap generation with 128 value

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• Added ISNet segmentation neural network.

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• Added ISNet segmentation neural network.

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• Added noise filter switch (needed for smooth mask prediction on the final stage)

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Commits on Jan 30, 2023

• Added tests for autointeface, cascadepsp and yolo v4. Fixed fba test. Added more fixtures

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• Improved Auto preprocessing method by using additional parameters for pipeline

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• Merge remote-tracking branch 'origin/auto-interface' into autoscene

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Commits on Feb 2, 2023

• Updated metrics

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Commits on Feb 8, 2023

• Removed obsolete mask apply algo. Pillow works better and faster than implemented here

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• Removed obsolete algo.

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• Merge pull request #125 from OPHoperHPO/auto-interface

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• Run pre-commit hooks

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