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Bump to v2.10.0 (#4692)
* bump to v2.10.0 * update other docs * resolve comments * resolve comments
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README.md

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## Changelog
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v2.9.0 was released in 01/02/2021.
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v2.10.0 was released in 01/03/2021.
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Please refer to [changelog.md](docs/changelog.md) for details and release history.
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A comparison between v1.x and v2.0 codebases can be found in [compatibility.md](docs/compatibility.md).
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README_zh-CN.md

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## 更新日志
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最新的月度版本 v2.9.0 在 2021.02.01 发布。
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最新的月度版本 v2.10.0 在 2021.03.01 发布。
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如果想了解更多版本更新细节和历史信息,请阅读[更新日志](docs/changelog.md)
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[兼容性说明文档](docs/compatibility.md)中我们提供了 1.x 和 2.0 版本的详细比较。
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docs/changelog.md

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## Changelog
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### v2.10.0 (01/03/2021)
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#### Highlights
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- Support new methods: [FPG](https://arxiv.org/abs/2004.03580)
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- Support ONNX2TensorRT for SSD, FSAF, FCOS, YOLOv3, and Faster R-CNN.
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#### New Features
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- Support ONNX2TensorRT for SSD, FSAF, FCOS, YOLOv3, and Faster R-CNN (#4569)
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- Support [Feature Pyramid Grids (FPG)](https://arxiv.org/abs/2004.03580) (#4645)
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- Support video demo (#4420)
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- Add seed option for sampler (#4665)
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- Support to customize type of runner (#4570, #4669)
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- Support synchronizing BN buffer in `EvalHook` (#4582)
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- Add script for GIF demo (#4573)
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#### Bug Fixes
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- Fix ConfigDict AttributeError and add Colab link (#4643)
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- Avoid crash in empty gt training of GFL head (#4631)
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- Fix `iou_thrs` bug in RPN evaluation (#4581)
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- Fix syntax error of config when upgrading model version (#4584)
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#### Improvements
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- Refactor unit test file structures (#4600)
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- Refactor nms config (#4636)
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- Get loading pipeline by checking the class directly rather than through config strings (#4619)
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- Add doctests for mask target generation and mask structures (#4614)
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- Use deep copy when copying pipeline arguments (#4621)
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- Update documentations (#4642, #4650, #4620, #4630)
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- Remove redundant code calling `import_modules_from_strings` (#4601)
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- Clean deprecated FP16 API (#4571)
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- Check whether `CLASSES` is correctly initialized in the intialization of `XMLDataset` (#4555)
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- Support batch inference in the inference API (#4462, #4526)
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- Clean deprecated warning and fix 'meta' error (#4695)
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### v2.9.0 (01/02/2021)
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#### Highlights

docs/get_started.md

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| MMDetection version | MMCV version |
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|:-------------------:|:-------------------:|
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| master | mmcv-full>=1.2.4, <1.3|
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| 2.10.0 | mmcv-full>=1.2.4, <1.3|
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| 2.9.0 | mmcv-full>=1.2.4, <1.3|
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| 2.8.0 | mmcv-full>=1.2.4, <1.3|
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| 2.7.0 | mmcv-full>=1.1.5, <1.3|

mmdet/version.py

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# Copyright (c) Open-MMLab. All rights reserved.
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__version__ = '2.9.0'
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__version__ = '2.10.0'
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short_version = __version__
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