Computer Vision
FiTribe AI Squat Trainer
Real-time skeleton tracking, form correction, and rep counting.
MediaPipePythonOpenCVReact NativeTFLite
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THE PROBLEM
Users doing squats at home had no feedback on form. Bad technique caused injury.
THE SOLUTION
Built pose estimation module: skeleton overlay → joint angle analysis → color-coded feedback (green = correct, red = wrong joint) → voice + text correction → automatic rep count.
WHAT WE BUILT
Full body skeleton overlay
Per-joint angle analysis
Green/red real-time feedback
Voice and text correction prompts
Automatic rep counting
DEMO
Click to load demo video
TECH STACK
MediaPipePythonOpenCVReact NativeTFLite
OUTCOME
Core CV module of the FiTribe fitness app. Users corrected form within 2-3 reps with visual guidance.