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1 | 1 | ## Changelog
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2 | 2 |
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| 3 | +### v2.13.0 (01/6/2021) |
| 4 | + |
| 5 | +#### Highlights |
| 6 | + |
| 7 | +- Support new methods: [CenterNet](https://arxiv.org/abs/1904.07850), [Seesaw Loss](https://arxiv.org/abs/2008.10032), [MobileNetV2](https://arxiv.org/abs/1801.04381) |
| 8 | + |
| 9 | +#### New Features |
| 10 | + |
| 11 | +- Support paper [Objects as Points](https://arxiv.org/abs/1904.07850) (#4602) |
| 12 | +- Support paper [Seesaw Loss for Long-Tailed Instance Segmentation (CVPR 2021)](https://arxiv.org/abs/2008.10032) (#5128) |
| 13 | +- Support [MobileNetV2](https://arxiv.org/abs/1801.04381) backbone and inverted residual block (#5122) |
| 14 | +- Support [MIM](https://github.com/open-mmlab/mim) (#5143) |
| 15 | +- ONNX exportation with dynamic shapes of CornerNet (#5136) |
| 16 | +- Add `mask_soft` config option to allow non-binary masks (#4615) |
| 17 | +- Add PWC metafile (#5135) |
| 18 | + |
| 19 | +#### Bug Fixes |
| 20 | + |
| 21 | +- Fix YOLOv3 FP16 training error (#5172) |
| 22 | +- Fix Cacscade R-CNN TTA test error when `det_bboxes` length is 0 (#5221) |
| 23 | +- Fix `iou_thr` variable naming errors in VOC recall calculation function (#5195) |
| 24 | +- Fix Faster R-CNN performance dropped in ONNX Runtime (#5197) |
| 25 | +- Fix DETR dict changed error when using python 3.8 during iteration (#5226) |
| 26 | + |
| 27 | +#### Improvements |
| 28 | + |
| 29 | +- Refactor ONNX export of two stage detector (#5205) |
| 30 | +- Replace MMDetection's EvalHook with MMCV's EvalHook for consistency (#4806) |
| 31 | +- Update RoI extractor for ONNX (#5194) |
| 32 | +- Use better parameter initialization in YOLOv3 head for higher performance (#5181) |
| 33 | +- Release new DCN models of Mask R-CNN by mixed-precision training (#5201) |
| 34 | +- Update YOLOv3 model weights (#5229) |
| 35 | +- Add DetectoRS ResNet-101 model weights (#4960) |
| 36 | +- Discard bboxes with sizes equals to `min_bbox_size` (#5011) |
| 37 | +- Remove duplicated code in DETR head (#5129) |
| 38 | +- Remove unnecessary object in class definition (#5180) |
| 39 | +- Fix doc link (#5192) |
| 40 | + |
3 | 41 | ### v2.12.0 (01/5/2021)
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4 | 42 |
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5 | 43 | #### Highlights
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