AI-CV LAB

AI Sports Motion & DTW Biomechanics Analyzer

Multi-Dimensional Dynamic Time Warping & Joint Kinematics
Athletic Motion Presets:
Interactive Dual Pose Trajectory (Athlete vs Golden Template)
60 FPS CV Sync
Athlete Trial (Cyan • Drag Joints to Perturb)
Golden Standard (Gold Template)
F: 00 / 60
DTW Cost Matrix & Optimal Warp Path
60 × 60 Cells
Dark Blue: Low Cost (Match) Red Path: Optimal Alignment Yellow: High Distance
Kinematic Curves (Knee Flexion & Valgus)
Angle: 42.1°
— Knee Flexion (Deg) -- Reference Standard ··· Dynamic Valgus Strain
Sports Trauma Risk MODERATE RISK
14.82
Cumulative DTW Warp Distance
Template Match: 85.2% Temporal Phase Lag: +48ms
Kinematic Metric Readout
Real-Time
Dynamic Knee Valgus ACL Risk
8.2° (Elevated)
Peak Flexion Velocity
420 °/sec
Ground Decel Force
2.84 G
Hip Extension Deficit
-6.5°
Pelvic Tilt Asymmetry
14.1°
💡 Interactive Pose Doping: Click & drag athlete joints (hip, knee, ankle, wrist) on the canvas to simulate movement anomalies or fatigue!
AI Corrective Prescription
NSCA Aligned
Excessive Knee Valgus Collapse Detected

During plant and strike initiation, medial knee displacement exceeds 7.5°, increasing strain on the Anterior Cruciate Ligament (ACL). Prescribe eccentric gluteus medius loading, lateral band walks, and single-leg landing stabilization drills.

Ground truth standard derived from high-speed 3D motion capture benchmarks cited in Requestum AI sports injury prevention literature.
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