公开(公告)号：US20230215062A1

公开(公告)日：2023-07-06

申请号：US17804268

申请日：2022-05-26

Applicant: Snap Inc.

Inventor： Konstantin Gudkov ,  Sergey Demyanov ,  Andrei Zharkov ,  Fedor Zhdanov ,  Vadim Velicodnii

IPC: G06T11/60 ,  G06N20/20

CPC classification number: G06T11/60 ,  G06N20/20 ,  G06T2210/44

Abstract: Systems and methods herein describe an image stylization system. The image stylization system accesses a set of images corresponding to a target domain style, generates a set of paired images using a first machine learning model, analyze the generated set of paired images using a second machine learning model trained to analyze the generated set of paired images based on a plurality of protected feature criteria, determines a set of image transformations for the generated set of pairs, generates a transformed set of paired images by performing the set of image transformations on the set of paired images, and generates stylized images corresponding to the target domain style using a supervised image translation model trained on the transformed set of paired images.