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ai-for-accessibility

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A real-time Indian Sign Language (ISL) recognition system powered by a Swin3D + BiLSTM deep learning pipeline, served via a Flask API and paired with a Flutter mobile app.

  • Updated Apr 9, 2026
  • Jupyter Notebook

🤟 Enhance sign language interpretation using transfer learning and multimodal features for accurate gesture recognition and robust evaluation methods.

  • Updated Apr 12, 2026
  • Python

The project uses YOLOv5 for real-time hand gesture detection in videos, converting gestures into corresponding sign language text. It helps the hearing-impaired by translating sign language into a digital format using computer vision techniques, improving accessibility and communication.

  • Updated Jan 6, 2025
  • Jupyter Notebook

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