公开(公告)号：US11748887B2

公开(公告)日：2023-09-05

申请号：US16378464

申请日：2019-04-08

Applicant: NVIDIA Corporation

Inventor： Varun Jampani ,  Wei-Chih Hung ,  Sifei Liu ,  Pavlo Molchanov ,  Jan Kautz

IPC: G06V10/00 ,  G06T7/11 ,  G06T7/143 ,  G06F17/15 ,  G06N3/088 ,  G06F18/40 ,  G06N3/045 ,  G06N3/047 ,  G06V10/764 ,  G06V10/82 ,  G06V10/94 ,  G06V20/40

CPC classification number: G06T7/11 ,  G06F17/15 ,  G06F18/40 ,  G06N3/045 ,  G06N3/047 ,  G06N3/088 ,  G06T7/143 ,  G06V10/764 ,  G06V10/82 ,  G06V10/945 ,  G06V20/41

Abstract: Systems and methods to detect one or more segments of one or more objects within one or more images based, at least in part, on a neural network trained in an unsupervised manner to infer the one or more segments. Systems and methods to help train one or more neural networks to detect one or more segments of one or more objects within one or more images in an unsupervised manner.

公开(公告)号：US20200320401A1

公开(公告)日：2020-10-08

申请号：US16378464

申请日：2019-04-08

Applicant: NVIDIA Corporation

Inventor： Varun Jampani ,  Wei-Chih Hung ,  Sifei Liu ,  Pavlo Molchanov ,  Jan Kautz

IPC: G06N3/08 ,  G06N3/04 ,  G06T7/143 ,  G06K9/62 ,  G06F17/15

Abstract: Systems and methods to detect one or more segments of one or more objects within one or more images based, at least in part, on a neural network trained in an unsupervised manner to infer the one or more segments. Systems and methods to help train one or more neural networks to detect one or more segments of one or more objects within one or more images in an unsupervised manner.