公开(公告)号：US11790558B1

公开(公告)日：2023-10-17

申请号：US17363504

申请日：2021-06-30

Applicant: Amazon Technologies, Inc.

Inventor： Guha Balakrishnan ,  Raghu Deep Gadde ,  Pietro Perona ,  Aleix Margarit Martinez

IPC: G06N20/00 ,  G06T7/00 ,  G06V10/75 ,  G06F18/214

CPC classification number: G06T7/97 ,  G06F18/214 ,  G06N20/00 ,  G06V10/76

Abstract: Techniques are generally described for generation of synthetic image data. In some examples, a selection of a first image may be received. The first image may depict at least a first object having a plurality of image attributes representing visual characteristics of the at least the first object. In some examples, a selection of a first image attribute of the plurality of image attributes to be maintained in subsequently-generated images may be received. In various examples, a first machine learning model may generate a second image having the plurality of image attributes. The change in an appearance of the first image attribute may be minimized in the second image while a change in the appearance of other attributes of the plurality of image attributes may be maximized in the second image.