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1. Navigate to frontend directory and install dependencies:
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1. Navigate to the frontend directory and install dependencies:
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```bash
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cd frontend
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npm install
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## Known Limitations
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- Limited vocabulary dataset (~150 signs)
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- Words not in dataset are finger-spelled letter by letter
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- Words not in the dataset are finger-spelled letter by letter
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- Translation accuracy depends on ChatGPT's ISL gloss generation
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- Requires quiet environment for optimal speech recognition
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- System latency of 3-5 seconds for complete translation process
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- Requires a quiet environment for optimal speech recognition
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- System latency of 3-5 seconds for the complete translation process
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## Contributing
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This project was developed as a capstone project by Ahmad Ataba and Waseem Saleem under the supervision of Dr. Reuven Cohen at Braude College.
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This project was developed as a completed academic capstone project and is no longer under active development.
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At this time, we are **not accepting contributions or pull requests**.
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Thank you for your interest and understanding.
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## Dataset Attribution
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The sign language video dataset is sourced from the open-source "Text-Speech to Sign Language Generator" project by JS-Coderr (2024), available on GitHub.
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## License
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This project uses open-source components and datasets. Please refer to individual component licenses for specific terms.
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This project is the intellectual property of **Ahmad Ataba**, **Waseem Saleem**, and **Braude Engineering College**.
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It was developed as a capstone project for academic purposes.
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All rights reserved. Redistribution or commercial use is not permitted without explicit permission from the authors or the institution.
For technical issues or questions about the application, please refer to the project documentation or contact the development team.
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---
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**Note**: This application is designed for educational and accessibility purposes. For critical communication needs, professional sign language interpretation is recommended.
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**Note**: This application is designed for educational and accessibility purposes. For critical communication needs, professional sign language interpretation is recommended.
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