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mmocr/configs/textdet/psenet/README.md

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[feature]: add textdet
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# PSENet
## Introduction
[ALGORITHM]
```bibtex
Add methods to readme Signed-off-by: lizz <lizz@sensetime.com>
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@inproceedings{wang2019shape,
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title={Shape robust text detection with progressive scale expansion network},
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author={Wang, Wenhai and Xie, Enze and Li, Xiang and Hou, Wenbo and Lu, Tong and Yu, Gang and Shao, Shuai},
booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
pages={9336--9345},
year={2019}
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}
```
## Results and models
### CTW1500
Format readme (#23) * Format readme Signed-off-by: lizz <lizz@sensetime.com> * try Signed-off-by: lizz <lizz@sensetime.com> * Remove redudant config link Signed-off-by: lizz <lizz@sensetime.com>
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| Method | Backbone | Extra Data | Training set | Test set | #epochs | Test size | Recall | Precision | Hmean | Download |
| :------------------------------------------------------------------: | :------: | :--------: | :-----------: | :----------: | :-----: | :-------: | :----: | :-------: | :---: | :----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: |
| [PSENet-4s](/configs/textdet/psenet/psenet_r50_fpnf_600e_ctw1500.py) | ResNet50 | - | CTW1500 Train | CTW1500 Test | 600 | 1280 | 0.728 | 0.849 | 0.784 | [model](https://download.openmmlab.com/mmocr/textdet/psenet/psenet_r50_fpnf_600e_ctw1500_20210401-216fed50.pth) \| [log](https://download.openmmlab.com/mmocr/textdet/psenet/20210401_215421.log.json) |
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### ICDAR2015
Format readme (#23) * Format readme Signed-off-by: lizz <lizz@sensetime.com> * try Signed-off-by: lizz <lizz@sensetime.com> * Remove redudant config link Signed-off-by: lizz <lizz@sensetime.com>
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| Method | Backbone | Extra Data | Training set | Test set | #epochs | Test size | Recall | Precision | Hmean | Download |
| :--------------------------------------------------------------------: | :------: | :---------------------------------------------------------------------------------------------------------------------------------------: | :----------: | :-------: | :-----: | :-------: | :----: | :-------: | :---: | :---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: |
| [PSENet-4s](/configs/textdet/psenet/psenet_r50_fpnf_600e_icdar2015.py) | ResNet50 | - | IC15 Train | IC15 Test | 600 | 2240 | 0.784 | 0.831 | 0.807 | [model](https://download.openmmlab.com/mmocr/textdet/psenet/psenet_r50_fpnf_600e_icdar2015-c6131f0d.pth) \| [log](https://download.openmmlab.com/mmocr/textdet/psenet/20210331_214145.log.json) |
fix #35: add nrtr readme; update nrtr config (#36)
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| [PSENet-4s](/configs/textdet/psenet/psenet_r50_fpnf_600e_icdar2015.py) | ResNet50 | pretrain on IC17 MLT [model](https://download.openmmlab.com/mmocr/textdet/psenet/psenet_r50_fpnf_600e_icdar2017_as_pretrain-3bd6056c.pth) | IC15 Train | IC15 Test | 600 | 2240 | 0.834 | 0.861 | 0.847 | [model](https://download.openmmlab.com/mmocr/textdet/psenet/psenet_r50_fpnf_600e_icdar2015_pretrain-eefd8fe6.pth) \| [log]() |