README.md

PSENet

Introduction

[ALGORITHM]

@inproceedings{wang2019shape,
  title={Shape robust text detection with progressive scale expansion network},
  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}
}

Results and models

CTW1500

Method	Backbone	Extra Data	Training set	Test set	#epochs	Test size	Recall	Precision	Hmean	Download
PSENet-4s	ResNet50	-	CTW1500 Train	CTW1500 Test	600	1280	0.728	0.849	0.784	model | log

ICDAR2015

Method	Backbone	Extra Data	Training set	Test set	#epochs	Test size	Recall	Precision	Hmean	Download
PSENet-4s	ResNet50	-	IC15 Train	IC15 Test	600	2240	0.784	0.831	0.807	model | log
PSENet-4s	ResNet50	pretrain on IC17 MLT model	IC15 Train	IC15 Test	600	2240	0.834	0.861	0.847	model | log