[Feature] ResNet Strikes Back.#7001
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ZwwWayne merged 9 commits intoopen-mmlab:devfrom Feb 24, 2022
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## dev #7001 +/- ##
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- Coverage 63.18% 63.06% -0.12%
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ZwwWayne
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Feb 22, 2022
configs/resnet_strikes_back/cascade_mask_rcnn_r50_fpn_rsb-pretrain_1x_coco.py
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jbwang1997
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Feb 22, 2022
ZwwWayne
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Feb 24, 2022
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jbwang1997
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Feb 24, 2022
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@RangiLyu very nice work! I have found that you use AdamW optimizer with the TIMM ResNet model, do you test with SGD? |
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Yes, but we found that the results of SGD are unsatisfactory. One possible reason may be because the TIMM ResNet is trained with LAMB, which is an improved version of the Adam series. |
ZwwWayne
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Feb 24, 2022
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Feb 26, 2022
* [Enhancement] Upgrade isort in pre-commit hook (#7130) * upgrade isort to v5.10.1 * replace known_standard_library with extra_standard_library * upgrade isort to v5.10.1 replace known_standard_library with extra_standard_library * imports order changes * [Fix] cannot to save the best checkpoint when the key_score is None (#7101) * [Fix] Fix MixUp transform filter boxes failing case. Added test case (#7080) * [Fix] Update the version limitation of mmcv-full and pytorch in CI. (#7133) * Update * Update build.yml * Update build.yml * [Feature] Support TIMMBackbone (#7020) * add TIMMBackbone based on open-mmlab/mmpretrain#427 open-mmlab/mmsegmentation#998 * update and clean * fix unit test * Revert * add example configs * Create 2_new_data_model.md (#6476) fix some typo Co-authored-by: PJLAB\huanghaian <1286304229@qq.com> * [FIX] add Ci of pytorch 1.10 and comments for bbox clamp (#7081) (#7083) * add comments for bbox clamp * add CI of pytorch1.10 * add ci of pytorch1.10.1 * mmcv1.9.0->mmcv1.9 * add ci of pytorch1.10 * Add daily issue owners (#7163) * Add code owners Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com> * Update code owners Signed-off-by: del-zhenwu <dele.zhenwu@gmail.com> * [Feature] Support visualization for Panoptic Segmentation (#7041) * First commit of v2 * split the functions * Support to show panoptic result * temp * Support to show gt * support show gt * fix lint * Support to browse datasets * Fix unit tests * Fix findContours * fix comments * Fix pre-commit * fix lint * Add the type of an argument * [Fix] confusion_matrix.py analysis tool handling NaNs (#7147) * [Fix] Added missing property in SABLHead (#7091) * Added missing property in SABLHead * set pre-commit-hooks to v0.1.0 * set maskdownlint to v0.11.0 * pre-commit-hooks Co-authored-by: Cedric Luo <luochunhua1996@outlook.com> * Update config.md (#7215) * [Fix] Fix wrong img name in onnx2tensorrt.py (#7157) * [Docs] fix albumentations installed way (#7143) * Update config.md fix some typos Co-authored-by: Jamie <jamiechoi1995@users.noreply.github.com> Co-authored-by: BigDong <yudongwang@tju.edu.cn> * [Feature] Support DyHead (#6823) * add DyHead * move and update DYReLU * update * replace stack with sum to reduce memory * clean and update * update to align inference accuracy (incomplete) * fix pad * update to align training accuracy and pick #6867 * add README and metafile * update docs * resolve comments * revert picking 6867 * update README.md * update metafile.yml * resolve comments and update urls * Fix broken colab link (#7218) * [Fix] Fix wrong img name in onnx2tensorrt.py (#7157) * [Docs] fix albumentations installed way (#7143) * Fix broken colab link Co-authored-by: Jamie <jamiechoi1995@users.noreply.github.com> Co-authored-by: BigDong <yudongwang@tju.edu.cn> * Remove the inplace addition in `FPN` (#7175) * [Fix] Fix wrong img name in onnx2tensorrt.py (#7157) * [Docs] fix albumentations installed way (#7143) * Remove the inplace addition in `FPN` * update Co-authored-by: Jamie <jamiechoi1995@users.noreply.github.com> Co-authored-by: BigDong <yudongwang@tju.edu.cn> Co-authored-by: PJLAB\huanghaian <1286304229@qq.com> * [Feature] Support OpenImages Dataset (#6331) * [Feature] support openimage group of eval * [Feature] support openimage group of eval * support openimage dataset * support openimage challenge dataset * fully support OpenImages-V6 and OpenImages Challenge 2019 * Fix some logic error * update config file * fix get data_infos error * fully support OpenImages evaluation * update OpenImages config files * [Feature] support OpenImages datasets * fix bug * support load image metas from pipeline * fix bug * fix get classes logic error * update code * support get image metas * support openimags * support collect image metas * support Open Images * fix openimages logic * minor fix * add a new function to compute openimages tpfp * minor fix * fix ci error * minor fix * fix indication * minor fix * fix returns * fix returns * fix returns * fix returns * fix returns * minor fix * update readme * support loading image level labels and fix some logic * minor fix * minor fix * add class names * minor fix * minor fix * minor fix * add openimages test unit * minor fix * minor fix * fix test unit * minor fix * fix logic error * minor fix * fully support openimages * minor fix * fix docstring * fix docstrings in readthedocs * update get image metas script * label_description_file -> label_file * update openimages readme * fix test unit * fix test unit * minor fix * update readme file * Update get_image_metas.py * [Enhance] Speed up SimOTA matching. (#7098) * [Feature] Add Maskformer to mmdet (#7212) * first commit * add README * move model description from config to readme add description for binary_input add description for dice loss add a independent panoptic gt processing function add a independent panoptic gt processing function remove compatibility of pretrain in maskformer * update comments in maskformer_head * update docs format * Add deprecation message for deploy tools (#7242) * Add CI for windows (#7228) * [Fix] Fix wrong img name in onnx2tensorrt.py (#7157) * [Docs] fix albumentations installed way (#7143) * Add mmrotate (#7216) * fix description for args in CSPDarknet (#7187) * Update build.yml * Update build.yml * Update build.yml * Update build.yml * Update build.yml * Update build.yml * Update build.yml * Update build.yml * Update build.yml * Update build.yml * Update build.yml * Update build.yml * fix test_find_latest_checkpoint * fix data_infos__default_db_directories * fix test_custom_classes_override_default * Update test_custom_dataset.py * Update test_common.py * Update assign_result.py * use os.path.join * fix bug * Update test_common.py * Update assign_result.py * Update sampling_result.py * os.path -> osp * os.path -> osp Co-authored-by: Jamie <jamiechoi1995@users.noreply.github.com> Co-authored-by: BigDong <yudongwang@tju.edu.cn> Co-authored-by: Hyeokjoon Kwon <dsazz801@gmail.com> * add Chinese version of init_cfg (#7188) * [Fix] Fix wrong img name in onnx2tensorrt.py (#7157) * [Docs] fix albumentations installed way (#7143) * Create init_cfg.md * Update docs/zh_cn/tutorials/init_cfg.md Co-authored-by: Haian Huang(深度眸) <1286304229@qq.com> * update init_cfg.md * update init_cfg.md * update init_cfg.md * update init_cfg.md Co-authored-by: Jamie <jamiechoi1995@users.noreply.github.com> Co-authored-by: BigDong <yudongwang@tju.edu.cn> Co-authored-by: Haian Huang(深度眸) <1286304229@qq.com> * update MaskFormer readme and docs (#7241) * update docs for maskformer * update readme * update readme format * update link * update json link * update format of ConfigDict * update format of function returns * uncomment main in deployment/test.py * [Feature] ResNet Strikes Back. (#7001) * [Feature] ResNet Strikes Back. * add more cfg * add readme * update * update * update * update * update * update * Maskformer Visualization (#7247) * maskformer visualization * compatible with models that do not contain arg of pretrained * compatible with models that do not contain arg of pretrained * Bump versions to v2.22.0 (#7240) * Bump versions to v2.22.0 * Fix comments and add the latest PRs * fix the id of contributor * relax the version of mmcv * Add ResNet Strikes Back * Update README_zh-CN.md * Update README.md * fix typo * Update README_zh-CN.md Co-authored-by: Wenwei Zhang <40779233+ZwwWayne@users.noreply.github.com> * Maskformer metafile and rsb readme format (#7250) * [Fix] Fix Open Images testunit to avoid error in Windows CI (#7252) * [Feature] support openimage group of eval * [Feature] support openimage group of eval * support openimage dataset * support openimage challenge dataset * fully support OpenImages-V6 and OpenImages Challenge 2019 * Fix some logic error * update config file * fix get data_infos error * fully support OpenImages evaluation * update OpenImages config files * [Feature] support OpenImages datasets * fix bug * support load image metas from pipeline * fix bug * fix get classes logic error * update code * support get image metas * support openimags * support collect image metas * support Open Images * fix openimages logic * minor fix * add a new function to compute openimages tpfp * minor fix * fix ci error * minor fix * fix indication * minor fix * fix returns * fix returns * fix returns * fix returns * fix returns * minor fix * update readme * support loading image level labels and fix some logic * minor fix * minor fix * add class names * minor fix * minor fix * minor fix * add openimages test unit * minor fix * minor fix * fix test unit * minor fix * fix logic error * minor fix * fully support openimages * minor fix * fix docstring * fix docstrings in readthedocs * update get image metas script * label_description_file -> label_file * update openimages readme * fix test unit * fix test unit * minor fix * update readme file * Update get_image_metas.py * fix oid testunit to avoid some error in windows * minor fix to avoid some error in windows * minor fix * add comments in oid test unit * minor fix Co-authored-by: Cedric Luo <luochunhua1996@outlook.com> Co-authored-by: LuooChen <33743370+LuooChen@users.noreply.github.com> Co-authored-by: Daniel van Sabben Alsina <13849741+dvansa@users.noreply.github.com> Co-authored-by: jbwang1997 <jbwang1997@gmail.com> Co-authored-by: Yosuke Shinya <42844407+shinya7y@users.noreply.github.com> Co-authored-by: siatwangmin <csustwangmin@163.com> Co-authored-by: PJLAB\huanghaian <1286304229@qq.com> Co-authored-by: del-zhenwu <dele.zhenwu@gmail.com> Co-authored-by: Guangchen Lin <347630870@qq.com> Co-authored-by: VIKASH RANJAN <ranjanvikash26@gmail.com> Co-authored-by: Range King <RangeKingHZ@gmail.com> Co-authored-by: Jamie <jamiechoi1995@users.noreply.github.com> Co-authored-by: BigDong <yudongwang@tju.edu.cn> Co-authored-by: Haofan Wang <frankmiracle@outlook.com> Co-authored-by: Zhijian Liu <zhijianliu.cs@gmail.com> Co-authored-by: BigDong <yudongwang1226@gmail.com> Co-authored-by: RangiLyu <lyuchqi@gmail.com> Co-authored-by: Yue Zhou <592267829@qq.com> Co-authored-by: Hyeokjoon Kwon <dsazz801@gmail.com> Co-authored-by: Kevin Ye <1752391457@qq.com>
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Want to know the performance gain with |
ZwwWayne
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* [Feature] ResNet Strikes Back. * add more cfg * add readme * update * update * update * update * update * update
ZwwWayne
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Jul 19, 2022
* [Feature] ResNet Strikes Back. * add more cfg * add readme * update * update * update * update * update * update
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Transfer learning of paper 'Resnet strikes back: An improved training procedure in timm'
paper URL https://arxiv.org/pdf/2110.00476
Results
Faster R-CNN
Mask R-CNN
Cascade Mask R-CNN
RetinaNet