The project presents the system for tracking the movement of players in the video of the football match. Neural network classifies players based on the numbers in their picture. Then, k-means algorithm is applied to clusterize the players in two teams. Application output is the heatmap representing the movement of the individual players and average formation of each team.
dataset - https://www.dropbox.com/s/lryox4s2l3a5q0q/FMtekme.zip?dl=0