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

Claim 14:
15. The system of claim 14, wherein the at least one processor is further programmed or configured to:
process, for each image, the image data associated with that image with at least one convolutional neural network to produce a feature vector of the image;
process, for each of the one or more images associated with the text data, the text data associated with that image with the at least one multi-layer perceptron to produce an embedding of the textual description of the single item associated with that image; and
adjust a weighting of the at least one convolutional neural network, a weighting of the at least one multi-layer perceptron, and a weighting of the relation network based on back propagation using a loss function applied to the compatibility score for the plurality of items,
wherein the concatenated data for each of the one or more images associated with the text data includes the feature vector of that image and the embedding of the text description of the single item associated with that image.