History

quincylin1 cc27d8254b Add metafiles (#179 ) * add metafiles * add metafiles * add metafiles * fix metafile errors * fix metafiles * Update metafile.yml Co-authored-by: Hongbin Sun <hongbin306@gmail.com>		2021-05-13 02:46:26 +00:00
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README.md	Add methods to readme	2021-04-10 18:04:36 +08:00
metafile.yml	Add metafiles (#179 )	2021-05-13 02:46:26 +00:00
psenet_r50_fpnf_600e_ctw1500.py	fix #17 : update ckpt path of psenet (#18 )	2021-04-04 14:27:37 +08:00
psenet_r50_fpnf_600e_icdar2015.py	[feature]: add textdet	2021-04-03 01:03:52 +08:00
psenet_r50_fpnf_600e_icdar2017.py	[feature]: add textdet	2021-04-03 01:03:52 +08:00

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