ROM Motion Analysis Platform

Markerless motion capture ROM (Range of Motion) analysis system for physical therapy using AI computer vision. Tracks full-body pose and hands from webcam/video to measure spine ROM and extremity ROM for clinical assessment.

Measures 40 ROM parameters across cervical, thoracic, lumbar spine (18), upper extremities (12), and lower extremities (10). Features web-based UI via FastAPI, CLI, and REST API.

Key Features

• Markerless full-body pose tracking via MediaPipe
• 40 ROM parameters measured (spine + upper/lower extremities)
• Web-based UI with FastAPI
• CLI and REST API interfaces
• Front/side view detection modes
• EMA smoothing for stability
• Neutral calibration baseline
• Clinical reports (CSV + HTML) with YES/NO checklists
• Real-time video feed processing