The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Oct. 12, 2021
Filed:
Jul. 31, 2019
Shopify Inc., Ottawa, CA;
Putra Manggala, Montreal, CA;
Shopify Inc., Ottawa, CA;
Abstract
A computer-implemented method and system may include identifying, by a recommendation engine, a first plurality of images in a first theme that includes a first layout characteristic, determining a first plurality of vector representations of the first plurality of images using an image processing model that includes a layered matrix of nodes with weighted interconnections, identifying at least a second plurality of images in a second theme that includes a second layout characteristic that is different from the first layout characteristic, determining a second plurality of vector representations of the second plurality of images, computing a vector difference between the first plurality of vector representations and the second plurality of vector representations; determining and communicating a recommendation based on the computed vector difference, and mapping received feedback to the weightings of the interconnections to improve a future recommendation.