---
configs:
- config_name: main_data
  data_files: "data/train/*"
  default: true
---

# 🔥 TurkishLLaVA OCR Enhancement Dataset

<center>
    <img src="./static/books.png" alt="Türkçe-Kitap Dataset" width="600"/>
</center>

This dataset is a specialized books collection designed to improve the Turkish OCR (Optical Character Recognition) abilities of the [Turkish-LLaVA-v0.1](https://huggingface.co/ytu-ce-cosmos/Turkish-LLaVA-v0.1) model. It was created by collecting **100,000** books entirely from Turkish sources. The primary goal of this dataset is to enhance the model's ability to detect and interpret any text present in images.

## Dataset Usage in Finetuning

This dataset played a crucial role in the finetuning process of the Turkish-LLaVA-v0.1 model. It was concatenated with [another dataset](#) (Soon..) to form a comprehensive training set that significantly refined the model's OCR capabilities. This enhancement process ensured that the model could accurately recognize and interpret Turkish text in various visual contexts.

# Citation
```bibtex
@inproceedings{zeer2024cosmos,
  title={Cosmos-LLaVA: Chatting with the Visual},
  author={Zeer, Ahmed and Dogan, Eren and Erdem, Yusuf and {\.I}nce, Elif and Shbib, Osama and Uzun, M Egemen and Uz, Atahan and Yuce, M Kaan and Kesgin, H Toprak and Amasyali, M Fatih},
  booktitle={2024 8th International Artificial Intelligence and Data Processing Symposium (IDAP)},
  pages={1--7},
  year={2024},
  organization={IEEE}
}
```

## Contact

If you encounter any issues or have suggestions, feel free to reach out to us or open a pull request.

COSMOS AI Research Group, Yildiz Technical University Computer Engineering Department  
[https://cosmos.yildiz.edu.tr/](https://cosmos.yildiz.edu.tr/)  
Email: cosmos@yildiz.edu.tr