[Project] Support CAT-Seg from CVPR2023#3098

Merged

xiexinch merged 53 commits intoopen-mmlab:dev-1.xfrom SheffieldCao:support-cat-seg

Aug 9, 2023

+3,305

Commits on Jun 8, 2023

Add CLIP model
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Add bpe vocabulary dict
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Add prompt templates for language models
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Add backbone for CAT-Seg
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Add CAT-Seg decoder head
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Add CAT-Seg aggregator (neck)
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Commits on Jun 9, 2023

Support CLIP image encoder finetune
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Add CAT-Seg r101 training config
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Fix coco-stuff164k typos
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Fix yapf format
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Refactor CAT-Seg configs
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Fix feature extractor input transform
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Refactor aggregator & update config
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Commits on Jun 10, 2023

Support slide inference
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Commits on Jun 11, 2023

Add README and model index
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Update configs & support vitg and vith
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Enhance CLIP weights huggingface downloading
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Fix descriptions of classes
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Fix docstring converge error
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Update optional dependencies
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Fix open_clip dependency
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Update ViTH results
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Add regex dependency
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Support ade20k and pascal-context-59
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Commits on Jun 12, 2023

Update reproduction results
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Commits on Jun 13, 2023

Fix redundant kwargs
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Enhance open_clip weights loading
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Add Unit Tests
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Fix cat-seg head unit test
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Reduce the test batch size
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Fix over memory test error
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Add unit test pseudo data
SheffieldCao
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Fix unit test configs
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Merge branch 'support-cat-seg' of https://github.com/SheffieldCao/mmsegmentation into support-cat-seg
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Skip unit test for lower version torch
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Skip unit test on windows due to limited memory
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Commits on Jun 14, 2023

Skip unit tests on cpu
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Enhance backbone class embedding
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Skip unit test on cpu
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Commits on Jul 17, 2023

Add type hints and reference
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Delete relative position embedding
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Commits on Jul 18, 2023

Commits on Aug 2, 2023

Commits on Aug 8, 2023