公开(公告)号：US20230222628A1

公开(公告)日：2023-07-13

申请号：US17572923

申请日：2022-01-11

Applicant: Google LLC

Inventor： Yang Zhao ,  Yu-Chuan Su ,  Chun-Te Chu ,  Yandong Li ,  Marius Renn ,  Yukun Zhu ,  Xuhui Jia ,  Bradley Ray Green

IPC: G06T5/00 ,  G06V40/16

CPC classification number: G06T5/001 ,  G06V40/168 ,  G06T2207/30201 ,  G06T2207/20081 ,  G06T2207/20084

Abstract: Systems and methods for training a restoration model can leverage training for two sub-tasks to train the restoration model to generate realistic and identity-preserved outputs. The systems and methods can balance the training of the generation task and the reconstruction task to ensure the generated outputs preserve the identity of the original subject while generating realistic outputs. The systems and methods can further leverage a feature quantization model and skip connections to improve the model output and overall training.