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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

classification computer-vision deep-learning highest-accuracy keras-tensorflow opencv-python python3 recognition sign-language-recognition streamlit xception-model

Last synced: 09 May 2026