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

Claim 16:
17. One or more non-transitory computer-readable storage media having instructions stored thereon, which, when executed by a set of one or more processors of a gaming system, cause the set of one or more processors to perform operations comprising:
generating, based at least in part on a game state of a wagering game, a set of images from portions of a frame of image data captured by a camera at a gaming table;
determining that the set of images fails to collectively fit into an area of a rectangle that represents a maximum resolution limit for a neural network model that corresponds to the game state;
in response to determining that the set of images fails to collectively fit into the rectangle,
in an iterative manner, until the set of images meets the target input requirement,
selecting, as the subset of images, one or more images from the set of images that have an image resolution width that is largest in size amongst all members of the set of images,
scaling an image resolution width of each of the one or more images in the subset by one pixel;
scaling 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
running a packing algorithm to determine whether the set of images collectively fit into a rectangle that represents a maximum resolution limit for the neural network model;

in response to determination that the set of images collectively fit into the rectangle, compositing the set of images into a single image file; and
transmitting, via a communications network, the single image file to the neural network model for concurrent analysis of the set of images contained within the single image file.