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--- |
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configs: |
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- config_name: main_data |
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data_files: "data/train/*" |
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default: true |
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--- |
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# 🔥 TurkishLLaVA OCR Enhancement Dataset |
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<center> |
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<img src="./static/books.png" alt="Türkçe-Kitap Dataset" width="600"/> |
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</center> |
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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. |
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## Dataset Usage in Finetuning |
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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. |
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# Citation |
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```bibtex |
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@inproceedings{zeer2024cosmos, |
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title={Cosmos-LLaVA: Chatting with the Visual}, |
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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}, |
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booktitle={2024 8th International Artificial Intelligence and Data Processing Symposium (IDAP)}, |
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pages={1--7}, |
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year={2024}, |
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organization={IEEE} |
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} |
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``` |
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## Contact |
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If you encounter any issues or have suggestions, feel free to reach out to us or open a pull request. |
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COSMOS AI Research Group, Yildiz Technical University Computer Engineering Department |
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[https://cosmos.yildiz.edu.tr/](https://cosmos.yildiz.edu.tr/) |
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Email: cosmos@yildiz.edu.tr |
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