A Proof of Concept for Enhancing Weight Training Form Error Detection Using 3D-CNN and a Novel Biomechanical Attention Mechanism.
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May 18, 2026 - Jupyter Notebook
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weight-training
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A deep learning-based system for detecting weight training form errors using 3D-CNN enhanced with a novel biomechanical attention mechanism. This project includes a full pipeline from video-based pose estimation (MediaPipe) to skeleton-based action recognition and future error classification.
computer-vision deep-learning pytorch biomechanics action-recognition pose-estimation 3d-cnn mediapipe skeleton-based human-motion-analysis fitness-ai weight-training
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Updated
Apr 14, 2026 - Python
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