Invention Grant
- Patent Title: Method and system for generating images using generative adversarial networks (GANs)
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Application No.: US17734938Application Date: 2022-05-02
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Publication No.: US12243133B2Publication Date: 2025-03-04
- Inventor: Asher Wright , Hettige Ray Perera Jayatunga
- Applicant: SHOPIFY INC.
- Applicant Address: CA Ottawa
- Assignee: SHOPIFY INC.
- Current Assignee: SHOPIFY INC.
- Current Assignee Address: CA Ottawa
- Main IPC: G06K9/62
- IPC: G06K9/62 ; G06Q30/0601 ; G06T11/60 ; G06V10/764 ; G06V10/82 ; G06V10/774

Abstract:
An image processing method and system that generates output images. The system receives a first input image depicting a first set of products and determines the first set of products and corresponding first product categories. The system then receives, on a user interface of a requestor device, a second input image depicting other products selected as being of interest having corresponding second product categories for the other products. In response to a match between one of the first product categories and the second product categories: the system applies the first input image and the second input image to generative adversarial networks (GANs). Each GAN is trained using image dataset for corresponding ones of the first and second product categories, to generate an output image replacing at least a portion of first input image with the second input image, the replacement based on the match between the product categories.
Public/Granted literature
- US20230351654A1 METHOD AND SYSTEM FOR GENERATING IMAGES USING GENERATIVE ADVERSARIAL NETWORKS (GANs) Public/Granted day:2023-11-02
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