Card advantage tracking systems and methods

An advantage player identification and tracking system, comprising:

• one or more card shoes configured to dispense playing cards and output card information of the dispensed playing cards;
• one or more cameras positioned to capture image data of one or more players playing a card game;
• and
• a computing device communicatively coupled to the one or more card shoes and the one or more cameras, the computing device configured to:
• receive the card information from the one or more 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 associated with each of the plurality of hands of cards dealt,
• 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 by the one or more players, wherein the machine learning model is trained to predict the presence of advantage play strategies based on game play strategies, bet behaviors, and associated card count, and
• predict, utilizing the machine learning model, that a player of the one or more players is an advantage player implementing an advantage play strategy based on the analysis of the game play, the bets laid, and the card counts.