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In this report we present our project for the B657 computer vision class in the Spring 2012 semester. We implemented a system that takes as input an overhead video stream of a foosball match and, without manual assistance and in realtime, outputs the per frame relevant data to describe the state of the game: the current position and rotational angle of each player and the current position of the ball.