https://github.com/arpanpramanik2003/sign-language-recognition
This project is a real-time ASL (American Sign Language) gesture classifier built using TensorFlow and Xception. It supports both webcam-based prediction with OpenCV and image upload via a Streamlit web interface. The model can classify 29 hand gestures including alphabets, space, del, and nothing, and displays confidence scores for each prediction
https://github.com/arpanpramanik2003/sign-language-recognition
classification computer-vision deep-learning highest-accuracy keras-tensorflow opencv-python python3 recognition sign-language-recognition streamlit xception-model
Last synced: 6 months ago
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This project is a real-time ASL (American Sign Language) gesture classifier built using TensorFlow and Xception. It supports both webcam-based prediction with OpenCV and image upload via a Streamlit web interface. The model can classify 29 hand gestures including alphabets, space, del, and nothing, and displays confidence scores for each prediction
- Host: GitHub
- URL: https://github.com/arpanpramanik2003/sign-language-recognition
- Owner: arpanpramanik2003
- License: mit
- Created: 2025-04-08T14:51:15.000Z (6 months ago)
- Default Branch: master
- Last Pushed: 2025-04-08T15:23:18.000Z (6 months ago)
- Last Synced: 2025-04-08T16:23:12.512Z (6 months ago)
- Topics: classification, computer-vision, deep-learning, highest-accuracy, keras-tensorflow, opencv-python, python3, recognition, sign-language-recognition, streamlit, xception-model
- Language: Jupyter Notebook
- Homepage:
- Size: 1.74 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0