System and method for synthetic image training of a neural network associated with a casino table game monitoring system

Disclosed are a system and method for training a neural network associated with a casino table game monitoring system. Synthetic images of objects extracted from a virtual table game environment are used to create a ground truth set, which is then used to train and test a neural network. When the ne...

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Bibliographische Detailangaben
Hauptverfasser: Lyons, Martin S, Kelly, Bryan M, Eager, Terrin
Format: Patent
Sprache:eng
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Beschreibung
Zusammenfassung:Disclosed are a system and method for training a neural network associated with a casino table game monitoring system. Synthetic images of objects extracted from a virtual table game environment are used to create a ground truth set, which is then used to train and test a neural network. When the neural network's classification of the extracted images is deemed accurate enough, the neural network may then be deployed in a casino to track the use of corresponding physical objects in real casino table game play as part of the casino table game monitoring system.