History

lizz 9d62bdf84c 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>		2021-04-05 16:06:06 +08:00
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README.md	Format readme (#23 )	2021-04-05 16:06:06 +08:00
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]

@article{li2018shape,
  title={Shape robust text detection with progressive scale expansion network},
  author={Li, Xiang and Wang, Wenhai and Hou, Wenbo and Liu, Ruo-Ze and Lu, Tong and Yang, Jian},
  journal={arXiv preprint arXiv:1806.02559},
  year={2018}
}

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