chenjunyu 7702eed03c | 9 months ago | |
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README.md | 9 months ago | |
grid_rcnn_r50_fpn_gn-head_1x_coco.py | 9 months ago | |
grid_rcnn_r50_fpn_gn-head_2x_coco.py | 9 months ago | |
grid_rcnn_r101_fpn_gn-head_2x_coco.py | 9 months ago | |
grid_rcnn_x101_32x4d_fpn_gn-head_2x_coco.py | 9 months ago | |
grid_rcnn_x101_64x4d_fpn_gn-head_2x_coco.py | 9 months ago |
@inproceedings{lu2019grid,
title={Grid r-cnn},
author={Lu, Xin and Li, Buyu and Yue, Yuxin and Li, Quanquan and Yan, Junjie},
booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
year={2019}
}
@article{lu2019grid,
title={Grid R-CNN Plus: Faster and Better},
author={Lu, Xin and Li, Buyu and Yue, Yuxin and Li, Quanquan and Yan, Junjie},
journal={arXiv preprint arXiv:1906.05688},
year={2019}
}
Backbone | Lr schd | Mem (GB) | Inf time (fps) | box AP | Download |
---|---|---|---|---|---|
R-50 | 2x | 5.1 | 15.0 | 40.4 | model | log |
R-101 | 2x | 7.0 | 12.6 | 41.5 | model | log |
X-101-32x4d | 2x | 8.3 | 10.8 | 42.9 | model | log |
X-101-64x4d | 2x | 11.3 | 7.7 | 43.0 | model | log |
Notes:
2x
here indicates 25 epochs.Dear OpenI User
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