Real-Time AI Fitness Coaching with Posture Correction and Rep Tracking
A mobile fitness app that uses computer vision to analyze a user's exercise form in real time via the phone camera, automatically counting reps and correcting posture to reduce injury risk.
- AI / Automation, Mobile
- Platform
- Python, Computer Vision, Deep Learning
- Stack
Brief
Home and gym users without access to a personal trainer often perform exercises with poor form, risking injury, while manually counting reps and sets adds friction to workouts and reduces consistency.
Approach
Built a mobile app using pose-estimation AI to track body landmarks through the camera in real time, automatically counting reps, detecting form deviations (e.g., knee alignment, back posture), and giving instant corrective feedback and voice cues during workouts.
Outcome
Gave users trainer-like feedback without the cost of a personal trainer, improving workout safety and consistency through real-time, automated form correction.
Built with
- Python
- Computer Vision
- Deep Learning
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