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by Yudong Liu
This repository is modified onCascade R-CNN, which is re-implemented by by Zhaowei Cai and Nuno Vasconcelos on the base ofDetectron.
Please followDetectron on how to install the environment.
If you use our code/model/data, please cite our paper:https://arxiv.org/abs/1909.03625
Our code is free for research, but needs authorization for commerce.
| backbone | type | lr schd | im/ gpu | box AP | box AP50 | box AP75 | mask AP | mask AP50 | mask AP75 |
|---|---|---|---|---|---|---|---|---|---|
| [X-152-32x8d-FPN-IN5k-cascade] | Mask | s1x | 1 | 48.3 | 67.0 | 52.8 | 41.0 | 64.1 | 44.2 |
| Dual-X-152-32x8d-FPN-IN5k-cascade | Mask | s1x | 1 | 50.0 | 68.8 | 54.6 | 42.0 | 64.6 | 45.6 |
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Composite Backbone Network
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