Patent ID: 11941681
Assignee: VISA INTERNATIONAL SERVICE ASSOCIATION
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 17:
18. A computer program product including at least one non-transitory computer-readable medium including one or more instructions that, when executed by at least one processor, cause the at least one processor to:
obtain image data associated with a plurality of images, wherein each image is associated with a single item of a plurality of items, wherein each image includes a plurality of elements of a matrix, and wherein the plurality of elements of the matrix of each image comprises the image data associated with that image;
input, for each image, the image data associated with that image as a single object in a set of objects to a relation network; and
generate a compatibility score for the plurality of items from the relation network based on the set of objects, wherein the compatibility score includes a prediction of whether the plurality of items is compatible,
wherein the instructions, when executed by the at least one processor, further cause the at least one processor to generate the compatibility score for the plurality of items from the relation network based on the set of objects by:
for each pair of objects in the set of objects, processing that pair of objects with at least one multi-layer perceptron to produce a relation output;
determining an average of the relation outputs of the each pair of objects in the set of objects to produce a single averaged output; and
processing the single averaged output with at least one other multi-layer perceptron to produce the compatibility score for the plurality of items.