公开(公告)号：US20240331211A1

公开(公告)日：2024-10-03

申请号：US18194441

申请日：2023-03-31

Applicant: Amazon Technologies, Inc.

Inventor： Larry Davis ,  Nicolas Heron ,  Amit Kumar Agrawal ,  Nina Mitra Khosrowsalafi ,  Osama Makansi ,  Oleksandr Vorobiov

IPC: G06T11/00 ,  G06T7/12 ,  G06T7/70 ,  G06V10/764

CPC classification number: G06T11/00 ,  G06T7/12 ,  G06T7/70 ,  G06V10/764 ,  G06T2207/20081 ,  G06T2207/30196

Abstract: Systems and methods are described for generating images of synthesized bodies wearing a garment. For instance, a source image of a human or mannequin wearing a garment may be submitted to a synthesized human generation system. In response to receiving the source image, the synthesized human generation system may use a classifier to classify the image as depicting one or more body types or orientations. The synthesized human generation system may also apply segmentation to the source image to segment the garment pixels. The synthesized human generation system may then select one or more body generation machine learning models based on the classification of the source image. The synthesized human generation system may utilize the selected machine learning models to generate one or more output images of synthesized bodies that appear to be wearing the garment, using the segmented garment as input.