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WIP: Added docstrings in appropriate for pdoc3 format to utils, trimap, pipelines, ml.wrap, ml.file, api #122

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OPHoperHPO and others added 10 commits January 3, 2023 09:22
Fixed typos in tracer b7
prepared for adding postprocessing and preprocessing
2. Added warning about fp16 to u2net class

AutoScene Description:
        Performs a primary analysis of the image in order to automatically select the necessary method for removing the background.
        The choice is made by classifying the scene type.

        The output can be the following types:
        - hard
        - soft
        - digital

        More info here:  https://huggingface.co/Carve/scene_classifier/
…erfaces.

2. Updated Russian README.md
3. Updated examples
…setup not being fully configured. Fixed models download(added scene classifier) and tests(same here).
Added AutoInterface to automatically select the best methods for images with different scene types. AutoInterface uses a scene classifier and an object classifier to perform full analysis on all images. At the moment, since there are not enough models for so many types of scenes, universal models are selected for some domains. In the future, when some variety of models is added, auto-selection will be rewritten for the better.
…ods for images with different scene types. auto uses a scene classifier and an object classifier to perform full analysis on all images. At the moment, since there are not enough models for so many types of scenes, universal models are selected for some domains. In the future, when some variety of models is added, auto-selection will be rewritten for the better.
@MrFox131 MrFox131 requested a review from OPHoperHPO January 22, 2023 15:30
@MrFox131 MrFox131 self-assigned this Jan 22, 2023
@MrFox131 MrFox131 marked this pull request as draft January 22, 2023 15:30
@OPHoperHPO OPHoperHPO temporarily deployed to github-pages January 25, 2023 09:23 — with GitHub Pages Inactive
@MrFox131 MrFox131 marked this pull request as ready for review January 25, 2023 09:38
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OPHoperHPO and others added 2 commits January 27, 2023 06:09
It will refine the segmentation mask before passing it to the matting network. This should provide more accurate background removal for objects and people. (Check repo from CREDITS.md for more details)
Updated README.md
Updated Russian README.md
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2 participants