Patent ID: 11861975
Assignee: LNW GAMING, INC.
Field: Audio-visual technology (Electrical engineering)
Classification: CPC G  H | IPC G  H

Claim 8:
9. A gaming system comprising
a network communication interface; and
a processor configured to perform one or more operations to
generate, based, at least in part on a game state of a wagering game, a set of images from one or more portions of a frame of image data captured by a camera at a gaming table,
in response to determination that the set of images fails a target input requirement for a neural network model that corresponds to the game state, incrementally modify an image property of a subset of images from the set of images until the set of images meets the target input requirement, wherein the processor being configured to incrementally modify the image property of the subset of images is configured to perform one or more operations to, in an iterative manner until the set of images meets the target input requirement, select, as the subset of images, one or more images from the set of images that has an image resolution width that is largest in size amongst all members of the set of images, scale an image resolution width of each of the one or more images in the subset by one pixel, scale an image resolution height of each of the one or more images in the subset by one pixel divided by an aspect ratio at which the frame of image data was captured, and determine whether the set of images collectively fit into a rectangle that represents a maximum resolution limit for the neural network model, and
in response to determination that the set of images meets the target input requirement, provide the set of images to the neural network model.