Pool Table Analytics Using Object Detection

Computer vision technology is significantly transforming the game of pool by utilizing object detection to enhance player performance, referee accuracy, and spectator engagement. By providing precise ball identification and real-time tracking, object detection allows players to analyze their movements, improve strategies, and refine skills through predictive analytics. Referees benefit from this technology by detecting fouls and ensuring fair play using sophisticated algorithms and high-speed cameras. Spectators experience a more dynamic and informative viewing experience with real-time overlays and predictive shot paths that reveal player strategies and shot outcomes. The article explains how to implement object detection using a pre-trained model from Roboflow Universe to analyze pool games, offering insights into ball movements and player actions. This approach not only automates scoring but also enables comprehensive performance analysis, ultimately enhancing the overall experience for all participants in the game.