Systems and methods for camera-based player and gameplay tracking in a gaming environment are provided. Based on facial recognition, a player can be identified and the player gameplay can be logged for player rating purposes. The cameras positioned proximate to the table game can also be used to capture and verify various transactions between the players and the dealer.