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docs/CHANGELOG.md

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- Documentation is online now: https://mmdetection.readthedocs.io.
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- Support new models: [ATSS](https://arxiv.org/abs/1912.02424).
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- DCN is now available with the api `build_conv_layer` and `ConvModule` like the normal conv layer.
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- A tool to collect environment infomation is available for trouble shoting.
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- A tool to collect environment information is available for trouble shooting.
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**Bug Fixes**
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- Fix the incompatibility of the latest numpy and pycocotools. (#2024)
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**Improvements**
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- Enhance AssignResult and SamplingResult. (#1995)
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- Add ability to overwite existing module in Registry. (#1982)
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- Add ability to overwrite existing module in Registry. (#1982)
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- Reorganize requirements and make albumentations and imagecorruptions optional. (#1969)
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- Check NaN in `SSDHead`. (#1935)
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- Encapsulate the DCN in ResNe(X)t into a ConvModule & Conv_layers. (#1894)
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- Refactoring for mAP evaluation and support multiprocessing and logging. (#1889)
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- Init the root logger before constructing Runner to log more infomation. (#1865)
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- Init the root logger before constructing Runner to log more information. (#1865)
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- Split `SegResizeFlipPadRescale` into different existing transforms. (#1852)
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- Move `init_dist()` to MMCV. (#1851)
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- Documentation and docstring improvements. (#1971, #1938, #1869, #1838)
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- Implement "Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection". (#1872)
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- Add sphinx generated docs. (#1859, #1864)
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- Add GN support for flops computation. (#1850)
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- Collect env info for trouble shoting. (#1812)
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- Collect env info for trouble shooting. (#1812)
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### v1.0rc1 (13/12/2019)

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