Omni-volleyball intelligence
One operating layer across video sources, court geometry, event coding, full-body biomechanics, visual training and elite volleyball information.
One operating surface for match vision, court tactics, biomechanics, training and elite volleyball intelligence.
Detector-independent analytics core with explicit production boundaries, professional review workflow and verified-source content layers.
Source ingestMP4 / WebM or live stream
Court calibration18 × 9 m + attack lines + antenna plane
Vision adaptersMOT · team colors · jersey OCR · pose · ball
Rally intelligenceserve → contacts → ball down → tactical tags
3D reconstruction2+ calibrated cameras → speed · apex · landing
Review & auditoperator correction history + report
Run the actual server inference pipeline.
Close-skill video validates pose and ball tracking. Full-court footage validates temporal court geometry, net/attack-line proposals and player identity signals.
Raw-video pose and player-track inference runs in the NOMVEX CV worker. Court-line candidates and torso-colour clustering come from real frames. A generic trained sports-ball detector is fused with motion/shape candidates and a temporal tracker to produce a continuous 2D ball path with confidence. Court geometry is stabilized across multiple frames and yields net/attack-line proposals. Jersey-number OCR uses temporal consensus. Calibrated multi-camera 3D reconstruction feeds speed, apex and landing prediction. Volleyball-specific custom ball detection, trusted antenna-top recognition, one-camera metric height and raw-video spin remain explicit dedicated-model boundaries.