THE LAB: EXPERIMENT
Live experiments in AI models, computer vision, and real-time data processing. Not polished products — working prototypes that push what's technically possible.
AI MOVEMENT ANALYSIS 1.0
Biomechanical data extraction from standard video. No wearables. No lab equipment. Pure computer vision.
UPLOAD VIDEO
MP4, MOV or WebM. Up to 30 seconds. No data leaves your device — runs entirely in your browser.
RECORD CAMERA
Use your webcam or device camera. Auto-stops at 30 seconds.
OR DRAG A VIDEO FILE HERE
Auto-stops at 30 seconds
TECHNICAL BREAKDOWN
UPLOAD
Drop an MP4 or use the live camera. The system accepts up to 4K at 120fps. Standard smartphone footage works perfectly — no specialist equipment needed.
PROCESS
MediaPipe pose estimation runs frame-by-frame, extracting 33 joint landmarks. Joint angles, velocity vectors, and force ratios are calculated across the full movement sequence.
REVIEW
Frame-by-frame biomechanical report with annotated video, deviation flags against optimal ranges, and AI-generated coaching recommendations for improvement.
UPCOMING
EXPERIMENTS
REAL-TIME COACHING VOICE
AI that watches your technique live and delivers spoken coaching cues in real time — like having a world-class coach watching every rep, every stroke, every movement.
ATHLETE COMPARISON ENGINE
Compare your movement signature against a database of professional athletes. Identify the precise mechanical differences between you and a top-ranked player — and get a fix plan.
MULTI-SPORT EXTENSION
The movement analysis engine applied beyond tennis — golf swing analysis, running gait, cricket bowling action. Same computer vision stack, sport-specific biomechanical benchmarks.