Shopify Inc.
THEME RECOMMENDATION ENGINE

Abstract:

A computer-implemented method and system may include identifying, by a recommendation engine, at least a first image; determining a first vector representation of the first image using an image processing model, wherein the image processing model has been trained at least in part on images used in relation to e-commerce; identifying at least a second image related to a candidate e-commerce recommendation; determining a second vector representation of the second image using the image processing model; computing a first vector difference between the first vector representation and the second vector representation; and determining an e-commerce recommendation based on the computed first vector difference.