---
language:
- en
license: apache-2.0
tags:
- image-to-text
---

# CRNN v1.0

CRNN model pre-trained on various real [STR datasets](https://github.com/baudm/parseq/blob/main/Datasets.md) at image size 128x32.

Disclaimer: this model card was not written by the original authors.

## Model description

*TODO*

## Intended uses & limitations

You can use the model for STR on images containing Latin characters (62 case-sensitive alphanumeric + 32 punctuation marks).

### How to use

*TODO*

### BibTeX entry and citation info

```bibtex
@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},
  volume={39},
  number={11},
  pages={2298--2304},
  year={2016},
  publisher={IEEE}
}
```