公开(公告)号：US20250111592A1

公开(公告)日：2025-04-03

申请号：US18892186

申请日：2024-09-20

Applicant: NVIDIA Corporation

Inventor： Dejia Xu ,  Morteza Mardani ,  Jiaming Song ,  Sifei Liu ,  Ye Yuan ,  Arash Vahdat

IPC: G06T15/20 ,  G06V10/774 ,  G06V10/776 ,  G06V10/82

Abstract: Virtual reality and augmented reality bring increasing demand for 3D content creation. In an effort to automate the generation of 3D content, artificial intelligence-based processes have been developed. However, these processes are limited in terms of the quality of their output because they typically involve a model trained on limited 3D data thereby resulting in a model that does not generalize well to unseen objects, or a model trained on 2D data thereby resulting in a model that suffers from poor geometry due to ignorance of 3D information. The present disclosure jointly uses both 2D and 3D data to train a machine learning model to be able to generate 3D content from a single 2D image.