The present invention relates to a method of tracking playing cards on a game table. More specifically, it provides for detecting and recognizing partially visible playing cards within overhead images of a gaming table. Furthermore, it provides for processing a set of game data, a set of game rules, as well as a current, unresolved, game state to derive a subsequent state of the game. Finally, it provides for the detection of game events that alter tracking operations.