Detect body movement in real-time from browser camera footage, automating motion analysis and rep counting. Built with Vanilla JS and hosted on GitHub Pages. Extended to security camera applications.
Build a browser-based body tracking system that can detect human pose in real-time and automate motion analysis tasks like counting exercise reps. The solution needed to work without any framework dependencies.
Lightweight implementation with no framework dependencies for maximum portability.
Detecting exercise repetitions accurately without false triggers from minor movements or position adjustments.
Creating a portable solution that could be easily deployed anywhere without complex build processes.
Successfully delivered and extended to security camera applications.
Full body landmark detection
Client project completed
Security camera application
Vanilla JS implementation
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