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Case-Sensitive-Scene-Text-Recognition-Datasets

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This dataset contains re-annotations of 4 popular Latin/English scene text recognition datasets.

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# Case-Sensitive-Scene-Text-Recognition-Datasets
This project is part of the research work of the following paper:

__UnrealText: Synthesizing Realistic Scene Text Images from the Unreal World (CVPR 2020)__ [\[GitHubRepo\]](https://jyouhou.github.io/UnrealText/)

If you find this project useful in your research, you are encouraged to cite our paper:

```
@inproceedings{long2020unreal,
  title={UnrealText: Synthesizing Realistic Scene Text Images from the Unreal World},
  author={Long, Shangbang and Yao, Cong},
  booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
  year={2020}
}
```

## Background
The annotations of $4$ of the most popular scene text recognition datasets are incomplete. 
They are IIIT5K, SVT, SVTP, and CUTE-80. 
They only provide case-insensitive annotations and no punctuation marks.

For better understanding of scene text recognition models, we re-annotate these datasets and release them.

## Dataset Statistics

| Dataset Name | #Image |
| :---: | :---: |
| CUTE80 | 288 |
| IIIT5K test set | 3000 |
| IIIT5K training set | 2000 |
| SVT test set | 647 |
| SVT training set | 257 |
| SVTP test set | 645 |

Case-Sensitive-Scene-Text-Recognition-Datasets

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