- Refactor common issues and add trouble shooting (#3530)
- Support new methods [Yolact](https://arxiv.org/abs/1904.02689),[PAA Assign](https://arxiv.org/abs/2007.08103)
- Support new methods [SABL](https://arxiv.org/abs/1912.04260), [YOLOv3](https://arxiv.org/abs/1804.02767), and[PAA Assign](https://arxiv.org/abs/2007.08103)
- Support Batch Inference
- Start to publish `mmdet` package to PyPI since v2.4.0
- Switch model zoo to aliyun
**Bug Fixes**
- Fix default mean/std for onnx (#3491)
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@@ -22,14 +24,18 @@
- Fix import of fuse conv bn in benchmark.py (#3606)
- Fix webcam demo (#3634)
- Fix typo and itemize issues in tutorial (#3658)
- Fix error in distributed training when some levels of FPN are not assigned with bounding boxes (#3670)
**New Features**
- Support Cutout (#3521)
- Support Cutout augmentation (#3521)
- Support evaluation on multiple datasets through ConcatDataset (#3522)
- Support [PAA assign](https://arxiv.org/abs/2007.08103) #(3547)
- Support eval metric with pickle results (#3607)
- Support [YOLACT](https://arxiv.org/abs/1904.02689)(#3456)
- Support [YOLOv3](https://arxiv.org/abs/1804.02767)(#3083)
- Support [SABL](https://arxiv.org/abs/1912.04260)(#3603)
- Support Batch Inference (#3564)
- Support to publish to Pypi in github-action (#3510)
- Support RandomFlip with horizontal/vertical/diagonal direction (#3608)
**Improvements**
- Refactor common issues in documentation (#3530)
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@@ -41,6 +47,7 @@
- Using config's loading in inference_detector (#3611)