Abstract: An advantage player identification and tracking system includes card shoes configured to dispense playing cards and output card information of the dispensed playing cards, cameras positioned to capture image data of one or more players playing a card game, and a computing device communicatively coupled to the card shoes and the cameras. The computing device is configured to receive the card information from the card shoes, track, for a plurality of hands of cards dealt, game play and bets laid by the one or more players playing the card game, determine a card count, analyze, utilizing a machine learning model, the game play and the bets laid by the one or more players and card counts associated with the game play and the bets laid, and predict, utilizing the machine learning model, that a player of the one or more players is an advantage player.

Abstract: An advantage player identification and tracking system includes card shoes configured to dispense playing cards and output card information of the dispensed playing cards, cameras positioned to capture image data of one or more players playing a card game, and a computing device communicatively coupled to the card shoes and the cameras. The computing device is configured to receive the card information from the card shoes, track, for a plurality of hands of cards dealt, game play and bets laid by the one or more players playing the card game, determine a card count, analyze, utilizing a machine learning model, the game play and the bets laid by the one or more players and card counts associated with the game play and the bets laid, and predict, utilizing the machine learning model, that a player of the one or more players is an advantage player.