Repository accompanying the "Sign Pose-based Transformer for Word-level Sign Language Recognition" paper
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May 13, 2023 - Python
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wlasl
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SignLens – Real-Time ASL Action Recognition using LSTM, MediaPipe, and WLASL100. Captures webcam video, extracts multi-hand 3D hand landmarks with MediaPipe, and runs a sliding-window LSTM model over 30-frame sequences to recognize American Sign Language signs in real time, with support for scaling to the WLASL100 vocabulary.
real-time computer-vision deep-learning asl sign-language lstm action-recognition gesture-recognition tesnorflow hand-tracking multimodal sequence-modeling mediapipe wlasl
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Mar 10, 2026 - Python
Real-time ASL sign recognition from webcam: Farneback + RAFT optical flow, MediaPipe hand cropping, MLP/SVM classifier, multi-threaded Flask demo
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May 13, 2026 - Python
Word Level American Sign Language Recognition Using Action Detection - Research
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Mar 26, 2026 - Jupyter Notebook
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