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AI-Powered Gym Tracker with Python and MediaPipe
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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