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1 | 1 | ## Changelog
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2 | 2 |
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| 3 | +### v2.4.0 (5/9/2020) |
| 4 | + |
| 5 | +**Highlights** |
| 6 | +- Fix lots of issues/bugs and reorganize the trouble shooting page |
| 7 | +- 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) |
| 8 | +- Support Batch Inference |
| 9 | +- Start to publish `mmdet` package to PyPI since v2.3.0 |
| 10 | +- Switch model zoo to download.openmmlab.com |
| 11 | + |
| 12 | +**Bug Fixes** |
| 13 | +- Fix default mean/std for onnx (#3491) |
| 14 | +- Fix coco evaluation and add metric items (#3497) |
| 15 | +- Fix typo for install.md (#3516) |
| 16 | +- Fix atss when sampler per gpu is 1 (#3528) |
| 17 | +- Fix import of fuse_conv_bn (#3529) |
| 18 | +- Fix bug of gaussian_target, update unittest of heatmap (#3543) |
| 19 | +- Fixed VOC2012 evaluate (#3553) |
| 20 | +- Fix scale factor bug of rescale (#3566) |
| 21 | +- Fix with_xxx_attributes in base detector (#3567) |
| 22 | +- Fix boxes scaling when number is 0 (#3575) |
| 23 | +- Fix rfp check when neck config is a list (#3591) |
| 24 | +- Fix import of fuse conv bn in benchmark.py (#3606) |
| 25 | +- Fix webcam demo (#3634) |
| 26 | +- Fix typo and itemize issues in tutorial (#3658) |
| 27 | +- Fix error in distributed training when some levels of FPN are not assigned with bounding boxes (#3670) |
| 28 | + |
| 29 | +**New Features** |
| 30 | +- Support Cutout augmentation (#3521) |
| 31 | +- Support evaluation on multiple datasets through ConcatDataset (#3522) |
| 32 | +- Support [PAA assign](https://arxiv.org/abs/2007.08103) #(3547) |
| 33 | +- Support eval metric with pickle results (#3607) |
| 34 | +- Support [YOLOv3](https://arxiv.org/abs/1804.02767) (#3083) |
| 35 | +- Support [SABL](https://arxiv.org/abs/1912.04260) (#3603) |
| 36 | +- Support Batch Inference (#3564) |
| 37 | +- Support to publish to Pypi in github-action (#3510) |
| 38 | +- Support RandomFlip with horizontal/vertical/diagonal direction (#3608) |
| 39 | + |
| 40 | +**Improvements** |
| 41 | +- Refactor common issues in documentation (#3530) |
| 42 | +- Add pytorch 1.6 to CI config (#3532) |
| 43 | +- Add config to runner meta (#3534) |
| 44 | +- Add eval-option flag for testing (#3537) |
| 45 | +- Add init_eval to evaluation hook (#3550) |
| 46 | +- Add include_bkg in ClassBalancedDataset (#3577) |
| 47 | +- Using config's loading in inference_detector (#3611) |
| 48 | +- Add atss 101 (#3639) |
| 49 | +- Support custom imports (#3641) |
| 50 | +- Update urls to download.openmmlab.com (#3665) |
| 51 | + |
| 52 | + |
3 | 53 | ### v2.3.0 (5/8/2020)
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4 | 54 |
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5 | 55 | **Highlights**
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