Abstract: Real-time Exercise Repetition Counter using Pose Detection
This project focuses on developing a real-time system for counting exercise repetitions using pose detection and computer vision techniques. Implemented with OpenCV for video processing and Mediapipe's pose estimation module, the system identifies and tracks key points on a person's body. By analyzing the spatial relationships between these keypoints, particularly for exercises involving arm movements (e.g., bicep curls), the system calculates angles to determine the start and end positions of each repetition.
charann29
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Abstract: Real-time Exercise Repetition Counter using Pose Detection This project focuses on developing a real-time system for counting exercise repetitions using pose detection and computer vision techniques. Implemented with OpenCV for video processing and Mediapipe's pose estimation module, the system identifies and tracks key points on a person's body. By analyzing the spatial relationships between these keypoints, particularly for exercises involving arm movements (e.g., bicep curls), the system calculates angles to determine the start and end positions of each repetition.