US 12,475,608 B2
Generating images of synthesized bodies wearing a garment
Larry Davis, Brooklyn, NY (US); Nicolas Heron, New York, NY (US); Amit Kumar Agrawal, Santa Clara, CA (US); Nina Mitra Khosrowsalafi, Austin, TX (US); Osama Makansi, Nufringen (DE); and Oleksandr Vorobiov, Albstadt (DE)
Assigned to Amazon Technologies, Inc., Seattle, WA (US)
Filed by Amazon Technologies, Inc., Seattle, WA (US)
Filed on Mar. 31, 2023, as Appl. No. 18/194,441.
Prior Publication US 2024/0331211 A1, Oct. 3, 2024
Int. Cl. G06T 11/00 (2006.01); G06T 7/12 (2017.01); G06T 7/70 (2017.01); G06V 10/764 (2022.01)
CPC G06T 11/00 (2013.01) [G06T 7/12 (2017.01); G06T 7/70 (2017.01); G06V 10/764 (2022.01); G06T 2207/20081 (2013.01); G06T 2207/30196 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A system for generating images of a synthesized human body wearing a garment, the system comprising:
a memory configured to store specific computer-executable instructions; and
a processor in communication with the memory and configured to execute the specific computer-executable instructions to at least:
receive a first image, wherein the first image comprises a photograph depicting a human or mannequin wearing the garment;
classify, using an image classifying machine learning model, one or more human body orientations depicted in the first image;
apply segmentation to the first image to generate a second image, the second image comprising pixels depicting the garment from the first image and excluding a plurality of pixels depicting the human or mannequin from the first image;
select, from among a plurality of body generation machine learning models, at least one body generation machine learning model based at least in part on the classified one or more human body orientations depicted in the first image; and
generate, using the at least one body generation machine learning model when provided with the second image as input, one or more generated images depicting a synthesized human wearing the garment, wherein the one or more generated images include the pixels of the second image depicting the garment.