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

Claim 9:
10. A system for determining compatibility between items in images, comprising:
at least one processor programmed and/or configured 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 at least one processor is further programmed and/or configured 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.