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README.md

Real-time Scene Text Detection with Differentiable Binarization

Introduction

[ALGORITHM]

@article{Liao_Wan_Yao_Chen_Bai_2020,
    title={Real-Time Scene Text Detection with Differentiable Binarization},
    journal={Proceedings of the AAAI Conference on Artificial Intelligence},
    author={Liao, Minghui and Wan, Zhaoyi and Yao, Cong and Chen, Kai and Bai, Xiang},
    year={2020},
    pages={11474-11481}}

Results and models

ICDAR2015

Method	Pretrained Model	Training set	Test set	#epochs	Test size	Recall	Precision	Hmean	Download
DBNet_r18	ImageNet	ICDAR2015 Train	ICDAR2015 Test	1200	736	0.731	0.871	0.795	model \| log
DBNet_r50dcn	Synthtext	ICDAR2015 Train	ICDAR2015 Test	1200	1024	0.796	0.866	0.830	model \| log