公开(公告)号：US20230036451A1

公开(公告)日：2023-02-02

申请号：US17374525

申请日：2021-07-13

Applicant: Nvidia Corporation

Inventor： Ali Hatamizadeh ,  Daguang Xu ,  Dong Yang ,  Holger Reinhard Roth ,  Andriy Myronenko ,  Vishwesh Nath ,  Yucheng Tang

IPC: G06T3/00 ,  G06K9/34 ,  G06K9/00 ,  G06N3/08

Abstract: Apparatuses, systems, and techniques are presented to predict annotations for objects in images. In at least one embodiment, one or more neural networks are used to help generate one or more segmentation boundaries of one or more objects within one or more digital images, wherein the one or more neural networks are to transform one or more representations of one or more portions of the one or more objects into one or more lower-dimensional representations of the one or more portions of the one or more objects.