公开(公告)号：US20230169635A1

公开(公告)日：2023-06-01

申请号：US18161415

申请日：2023-01-30

Applicant: Google LLC

Inventor： Diego Martin Arroyo ,  Alessio Tonioni ,  Federico Tombari

IPC: G06T5/50 ,  G06N3/08

CPC classification number: G06T5/50 ,  G06N3/08 ,  G06T2207/20081 ,  G06T2207/20084 ,  G06T2207/20092

Abstract: A computer-implemented method to perform image-to-image translation. The method can include obtaining one or more machine-learned generator models. The one or more machine-learned generator models can be configured to receive an input image and a user-specified conditioning vector that parameterizes one or more desired values for one or more defined characteristics of an output image. The one or more machine-learned generator models can be configured to perform, based at least in part on the user-specified conditioning vector, one or more transformations on the input image to generate the output image with the one or more desired values for the one or more defined characteristics. The method can include receiving the input image and the user-specified conditioning vector. The method can include generating, using the machine-learned generator model, an output image having the one or more desired values for the one or more characteristics.