README.md

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network

Introduction

[ALGORITHM]

@inproceedings{WangXSZWLYS19,
  author={Wenhai Wang and Enze Xie and Xiaoge Song and Yuhang Zang and Wenjia Wang and Tong Lu and Gang Yu and Chunhua Shen},
  title={Efficient and Accurate Arbitrary-Shaped Text Detection With Pixel Aggregation Network},
  booktitle={ICCV},
  pages={8439--8448},
  year={2019}
  }

Results and models

CTW1500

Method	Pretrained Model	Training set	Test set	#epochs	Test size	Recall	Precision	Hmean	Download
PANet	ImageNet	CTW1500 Train	CTW1500 Test	600	640	0.776	0.838	0.806	model | log

ICDAR2015

Method	Pretrained Model	Training set	Test set	#epochs	Test size	Recall	Precision	Hmean	Download
PANet	ImageNet	ICDAR2015 Train	ICDAR2015 Test	600	736	0.734	0.856	0.791	model | log