IceVision
Real-time player detection, tracking, and jersey recognition powered by NVIDIA GPU hardware provided as part of the IceVision package. On-ice analytics with a cloud dashboard for long-term player tracking and season-over-season insights.
IceVision Dashboard — Real-time player tracking and analytics
Full-rink intelligence, turnkey hardware
YOLO Player Detection
GPU-accelerated object detection identifies players, goalies, and referees in real time with label-aware classification.
Jersey Number OCR
PaddleOCR-based jersey recognition runs on the local GPU. Identity voting across frames ensures accurate player identification.
Multi-Camera Support
Huddly S1 side view and L1 end view cameras with auto-calibration for complete rink coverage from multiple angles.
Auto Rink Calibration
Computer vision algorithms automatically detect rink geometry and calibrate coordinate mapping without manual setup.
Continuous Learning
Weekly retrain pipeline with model registry. Gated promotion ensures new models only deploy when they outperform production.
Roster Management
Import rosters via CSV, review identity matches, and correct uncertain reads. The system learns from every correction.
Camera to analytics in real time
Capture
USB cameras feed live video via MediaMTX streaming
Detect
YOLO identifies players, goalies, and refs per frame
Track
Multi-object tracking links detections across frames
Identify
Jersey OCR + roster matching names each player
Analyze
Movement maps, scoring events, and session analytics
Turnkey hardware, cloud-connected
Cameras
Huddly S1 (side view), Huddly L1 (end/goal view). USB-connected, no network required.
Processing
NVIDIA GPU acceleration (CUDA) on hardware provided by Blue Edge as part of the IceVision package. Real-time processing at the rink, cloud sync for long-term analytics.
Detection Engine
YOLOv8 with custom-trained hockey models. PaddleOCR for jersey number recognition.
Architecture
MediaMTX + FastAPI host agent + PRISM detection pipeline + Next.js dashboard. Local processing with cloud subscription for long-term player tracking and season analytics.
Ready to see every player on the ice?
Get IceVision running at your rink with turnkey NVIDIA hardware and a cloud dashboard for long-term insights.
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