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* merge drrg * directory structure&fix redundant import * docstrings * fix isort * drrg readme * merge drrg * directory structure&fix redundant import * docstrings * fix isort * drrg readme * add unittests&fix docstrings * revert test_loss * add unittest * add unittests * fix docstrings * fix docstrings * fix yapf * fix yapf * Update test_textdet_head.py * Update test_textdet_head.py * add unittests * add unittests * add unittests * fix docstrings * fix docstrings * fix docstring * fix unittests * fix pytest * fix pytest * fix pytest * fix variable names Co-authored-by: Hongbin Sun <hongbin306@gmail.com>
24 lines
1.4 KiB
Markdown
24 lines
1.4 KiB
Markdown
# DRRG
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## Introduction
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[ALGORITHM]
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```bibtex
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@article{zhang2020drrg,
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title={Deep relational reasoning graph network for arbitrary shape text detection},
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author={Zhang, Shi-Xue and Zhu, Xiaobin and Hou, Jie-Bo and Liu, Chang and Yang, Chun and Wang, Hongfa and Yin, Xu-Cheng},
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booktitle={CVPR},
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pages={9699-9708},
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year={2020}
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}
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```
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## Results and models
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### CTW1500
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| Method | Pretrained Model | Training set | Test set | #epochs | Test size | Recall | Precision | Hmean | Download |
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| :--------------------------------------------------------------: | :--------------: | :-----------: | :----------: | :-----: | :-------: | :----: | :-------: | :---: | :------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: |
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| [DRRG](/configs/textdet/drrg/drrg_r50_fpn_unet_1200e_ctw1500.py) | ImageNet | CTW1500 Train | CTW1500 Test | 1200 | 640 | 0.822 | 0.858 | 0.840 | [model](https://download.openmmlab.com/mmocr/textdet/drrg/drrg_r50_fpn_unet_1200e_ctw1500-1abf4f67.pth) \ [log](https://download.openmmlab.com/mmocr/textdet/drrg/20210511_234719.log) |
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