公开(公告)号：US20230004760A1

公开(公告)日：2023-01-05

申请号：US17361202

申请日：2021-06-28

Applicant: NVIDIA Corporation

Inventor： Siva Karthik Mustikovela ,  Shalini De Mello ,  Aayush Prakash ,  Umar Iqbal ,  Sifei Liu ,  Jan Kautz

IPC: G06K9/62

Abstract: Apparatuses, systems, and techniques to identify objects within an image using self-supervised machine learning. In at least one embodiment, a machine learning system is trained to recognize objects by training a first network to recognize objects within images that are generated by a second network. In at least one embodiment, the second network is a controllable network.

公开(公告)号：US20210150757A1

公开(公告)日：2021-05-20

申请号：US16690015

申请日：2019-11-20

Applicant: NVIDIA Corporation

Inventor： Siva Karthik Mustikovela ,  Varun Jampani ,  Shalini De Mello ,  Sifei Liu ,  Umar Iqbal ,  Jan Kautz

IPC: G06T7/73 ,  G06K9/62 ,  G06N3/08 ,  G06N3/04

Abstract: Apparatuses, systems, and techniques to identify orientations of objects within images. In at least one embodiment, one or more neural networks are trained to identify an orientations of one or more objects based, at least in part, on one or more characteristics of the object other than the object's orientation.