Компьютерное зрение в live-казино

Computer Vision применяется в live-казино для automation, security и quality assurance.

Applications

Card recognition: automatic reading в baccarat, blackjack. Roulette outcome verification: ball tracking. Dealer monitoring: gesture recognition, procedure compliance. Object counting: chips distribution. Player identification (VIP recognition в брендированных studios). Quality assurance: game stream integrity.

Технологии

OCR для card recognition. YOLO, Detectron2 для object detection. Pose estimation для dealer actions. Optical flow для motion tracking. Custom-trained CNNs на game-specific data. Real-time inference на GPU workstations в studios.

Studio setup

Multiple cameras: overview + close-ups. RFID chips для automated chip counting. Optical sensors в roulette wheel. Central AI processing rack. Redundancy — 2N системы. Manual override — dealers могут correct AI mistakes.

Quality benefits

Real-time results: 100ms vs manual entry 2–3 сек. Accuracy 99.9%+ на trained games. Fraud detection: аномалии в card dealing. Regulatory: verifiable game outcomes. Cost: одна установка $100K–500K, ROI за 12–18 месяцев.