US 12,444,109 B2
Machine learning techniques for generating product imagery and their applications
Shrenik Sadalgi, Cambridge, MA (US); Rachana Sreedhar, Boston, MA (US); and Christian Vázquez, Revere, MA (US)
Assigned to Wayfair LLC, Boston, MA (US)
Appl. No. 18/288,334
Filed by Wayfair LLC, Boston, MA (US)
PCT Filed Apr. 27, 2022, PCT No. PCT/US2022/026447
§ 371(c)(1), (2) Date Oct. 25, 2023,
PCT Pub. No. WO2022/232214, PCT Pub. Date Nov. 3, 2022.
Claims priority of provisional application 63/229,394, filed on Aug. 4, 2021.
Claims priority of provisional application 63/180,831, filed on Apr. 28, 2021.
Prior Publication US 2024/0212243 A1, Jun. 27, 2024
Int. Cl. G06T 11/60 (2006.01); G06F 3/04847 (2022.01); G06Q 30/0601 (2023.01)
CPC G06T 11/60 (2013.01) [G06F 3/04847 (2013.01); G06Q 30/0621 (2013.01); G06Q 30/0643 (2013.01)] 19 Claims
OG exemplary drawing
 
1. A method, comprising:
using at least one computer hardware processor to perform:
obtaining an input image depicting first furniture, wherein obtaining the input image comprises:
generating multiple images using respective points in a latent space associated with a neural network model;
presenting the multiple images to a user using a graphical user interface; and
receiving, using the graphical user interface, input indicative of a selection of one of the multiple images;
obtaining, using the graphical user interface, at least one user selection indicative of a change in at least one furniture characteristic; and
generating, using the neural network model, the input image, and the at least one user selection, an output image depicting second furniture different from the first furniture.