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1.9 KiB
1.9 KiB
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 |