Game State and Spatio-temporal Action Detection in Soccer using Graph Neural Networks and 3D Convolutional Networks

Jeremie Ochin, Guillaume Devineau, Bogdan Stanciulescu +1

Soccer analytics rely on two data sources: the player positions on the pitch and the sequences of events they perform. With around 2000 ball events per game, their precise and exha…