DeepMind 3:00 am on May 23, 2024
TacticAI leverages geometric deep learning and graph neural networks to predict and analyze football tactics during corner kicks by modeling player interactions as graphs, identifying similar past strategies for tactical insights. The system aids coaches in generating effective counter-strategies using its predictions on optimal defensive positioning, demonstrated through success in accuracy of shot attempts prediction, recommended player repositioning, and high user acceptance among football experts.
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