A comprehensive tutorial on building an AI-powered exercise tracking system using Python, MediaPipe, and OpenCV that can detect body poses and count repetitions in real-time. The article provides step
-by-step instructions from setup to implementation, including code for pose detection, joint angle calculation, and rep counting.
Reasons to Read -- Learn:
how to implement real-time pose estimation using MediaPipe and OpenCV, with practical code examples that demonstrate processing video feeds and extracting body landmarks.
how to create a functional exercise counting system that can track bicep curls with specific angle thresholds (160° for down position, 30° for up position) and maintain an accurate rep count.
how to calculate angles between body joints using vector mathematics in Python, which can be applied to various fitness tracking and motion analysis applications.
publisher: @iamramzan
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