AI quantifies pickleball players from phone video: pose tracking and shot counting

Scobleizer · x · 2026-10-07

Qazi Ammar Arshad (ML Bench) demoed an AI that quantifies pickleball players from smartphone video: it detects and tracks players, estimates full-body pose, measures elbow/shoulder/hip/knee angles and stance width, and counts shots via ball detection. The main open challenge is converting video noise into reliable metrics.

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