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README.md 1.2 kB

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  1. # Rethinking Classification and Localization for Object Detection
  2. ## Introduction
  3. <!-- [ALGORITHM] -->
  4. ```latex
  5. @article{wu2019rethinking,
  6. title={Rethinking Classification and Localization for Object Detection},
  7. author={Yue Wu and Yinpeng Chen and Lu Yuan and Zicheng Liu and Lijuan Wang and Hongzhi Li and Yun Fu},
  8. year={2019},
  9. eprint={1904.06493},
  10. archivePrefix={arXiv},
  11. primaryClass={cs.CV}
  12. }
  13. ```
  14. ## Results and models
  15. | Backbone | Style | Lr schd | Mem (GB) | Inf time (fps) | box AP | Config | Download |
  16. | :-------------: | :-----: | :-----: | :------: | :------------: | :----: | :------: | :--------: |
  17. | R-50-FPN | pytorch | 1x | 6.8 | 9.5 | 40.0 | [config](https://github.com/open-mmlab/mmdetection/tree/master/configs/double_heads/dh_faster_rcnn_r50_fpn_1x_coco.py) | [model](https://download.openmmlab.com/mmdetection/v2.0/double_heads/dh_faster_rcnn_r50_fpn_1x_coco/dh_faster_rcnn_r50_fpn_1x_coco_20200130-586b67df.pth) &#124; [log](https://download.openmmlab.com/mmdetection/v2.0/double_heads/dh_faster_rcnn_r50_fpn_1x_coco/dh_faster_rcnn_r50_fpn_1x_coco_20200130_220238.log.json) |

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