Patent ID: 11907310
Assignee: THE YES PLATFORM, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 6:
7. A system for correlating comprising:
one or more processing devices;
one or more memory devices operably coupled to the one or more processing devices, the one or more memory devices storing executable code that, when executed by the one or more processing devices, causes the one or more processing devices to:
receive a first product record;
receive a second product record;
determine first text data that includes a first plurality of text fields and is associated with the first product record;
determine second text data that includes a second plurality of text fields and is associated with the second product record;
perform a field-wise comparison of the first plurality of text fields and the second plurality of text fields to determine a plurality of text similarity metrics that correspond to respective similarities of the first plurality of text fields and the second plurality of text fields;
combine the plurality of text similarity metrics to determine a combined text similarity; and
in response to a determination that the combined text similarity exceeds a text similarity threshold:
identify a first image from the first product record and a second image from the second product record as having compositions meeting a first similarity condition;
generate a first vector representative of a first composition of the first image based at least in part on a first segment mask associated with a first feature represented in the first image generated by a trained machine learning model trained to identify the first feature;
generate a second vector representative of a second composition of the second image, based at least in part on a second segment mask associated with a second feature represented in the second image generated by the trained machine learning model;
comparing the first vector and the second vector to determine that the first image and the second image depict an identical product; and
in response to determining that the first image and the second image depict an identical product, associate the first product record and the second product record.