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mmocr/configs/textdet/drrg/README.md
Jianyong Chen 2414c65577
Add drrg (#189) 
* 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>
2021-05-18 11:15:47 +08:00

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DRRG

Introduction

[ALGORITHM]

@article{zhang2020drrg,
  title={Deep relational reasoning graph network for arbitrary shape text detection},
  author={Zhang, Shi-Xue and Zhu, Xiaobin and Hou, Jie-Bo and Liu, Chang and Yang, Chun and Wang, Hongfa and Yin, Xu-Cheng},
  booktitle={CVPR},
  pages={9699-9708},
  year={2020}
}

Results and models

CTW1500

Method Pretrained Model Training set Test set #epochs Test size Recall Precision Hmean Download
DRRG ImageNet CTW1500 Train CTW1500 Test 1200 640 0.822 0.858 0.840 model \ log