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1 | 1 | ## Changelog |
2 | 2 |
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| 3 | +### v2.8.0 (04/01/2021) |
| 4 | + |
| 5 | +#### Highlights |
| 6 | + |
| 7 | +- Support new methods: [Cascade RPN](https://arxiv.org/abs/1909.06720), [TridentNet](https://arxiv.org/abs/1901.01892) |
| 8 | + |
| 9 | +#### New Features |
| 10 | + |
| 11 | +- Support [Cascade RPN](https://arxiv.org/abs/1909.06720) (#1900) |
| 12 | +- Support [TridentNet](https://arxiv.org/abs/1901.01892) (#3313) |
| 13 | + |
| 14 | +#### Bug Fixes |
| 15 | + |
| 16 | +- Fix bug of show result in async_benchmark (#4367) |
| 17 | +- Fix scale factor in MaskTestMixin (#4366) |
| 18 | +- Fix but when returning indices in `multiclass_nms` (#4362) |
| 19 | +- Fix bug of empirical attention in resnext backbone error (#4300) |
| 20 | +- Fix bug of `img_norm_cfg` in FCOS-HRNet models with updated performance and models (#4250) |
| 21 | +- Fix invalid checkpoint and log in Mask R-CNN models on Cityscapes dataset (#4287) |
| 22 | +- Fix bug in distributed sampler when dataset is too small (#4257) |
| 23 | +- Fix bug of 'PAFPN has no attribute extra_convs_on_inputs' (#4235) |
| 24 | + |
| 25 | +#### Improvements |
| 26 | + |
| 27 | +- Update model url from aws to aliyun (#4349) |
| 28 | +- Update ATSS for PyTorch 1.6+ (#4359) |
| 29 | +- Update script to install ruby in pre-commit installation (#4360) |
| 30 | +- Delete deprecated `mmdet.ops` (#4325) |
| 31 | +- Refactor hungarian assigner for more general usage in Sparse R-CNN (#4259) |
| 32 | +- Handle scipy import in DETR to reduce package dependencies (#4339) |
| 33 | +- Update documentation of usages for config options after MMCV (1.2.3) supports overriding list in config (#4326) |
| 34 | +- Update pre-train models of faster rcnn trained on COCO subsets (#4307) |
| 35 | +- Avoid zero or too small value for beta in Dynamic R-CNN (#4303) |
| 36 | +- Add doccumentation for Pytorch2ONNX (#4271) |
| 37 | +- Add deprecated warning FPN arguments (#4264) |
| 38 | +- Support returning indices of kept bboxes when using nms (#4251) |
| 39 | +- Update type and device requirements when creating tensors `GFLHead` (#4210) |
| 40 | +- Update device requirements when creating tensors in `CrossEntropyLoss` (#4224) |
| 41 | + |
3 | 42 | ### v2.7.0 (30/11/2020) |
4 | 43 |
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5 | 44 | - Support new method: [DETR](https://arxiv.org/abs/2005.12872), [ResNest](https://arxiv.org/abs/2004.08955), Faster R-CNN DC5. |
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