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
..
README.md	Format readme (#23 )	2021-04-05 16:06:06 +08:00
crnn_academic_dataset.py	[feature]: add CRNN and RobustScanner	2021-04-03 00:52:49 +08:00
crnn_toy_dataset.py	[feature]: add CRNN and RobustScanner	2021-04-03 00:52:49 +08:00

README.md

An end-to-end trainable neural network for image-based sequence recognition and its application to scene text recognition

Introduction

[ALGORITHM]

@article{shi2016end,
  title={An end-to-end trainable neural network for image-based sequence recognition and its application to scene text recognition},
  author={Shi, Baoguang and Bai, Xiang and Yao, Cong},
  journal={IEEE transactions on pattern analysis and machine intelligence},
  year={2016}
}

Results and Models

Train Dataset

trainset	instance_num	repeat_num	note
Syn90k	8919273	1	synth

Test Dataset

testset	instance_num	note
IIIT5K	3000	regular
SVT	647	regular
IC13	1015	regular

Results and models

methods		Regular Text				Irregular Text		download
methods	IIIT5K	SVT	IC13		IC15	SVTP	CT80
CRNN	80.5	81.5	86.5		-	-	-	model \| log