Researchers Develop AI System to Extract Real-Time Tactical Data from Soccer Footage

Computer vision researchers have created a model combining object detection, player tracking, and field mapping to transform raw soccer video into precise player positioning data. The system enables coaches to calculate player speed, distance covered, and positioning heatmaps—tactical insights previously unavailable from standard analysis. This approach could revolutionize sports performance coaching across leagues.