公开(公告)号：US20220374714A1

公开(公告)日：2022-11-24

申请号：US17324452

申请日：2021-05-19

Applicant: Nvidia Corporation

Inventor： Nandita Miyar Nayak ,  Akarsh Zingade ,  Jianyuan Min ,  Rochelle Pereira

IPC: G06N3/08 ,  G06N3/04 ,  G06K9/62 ,  G06T1/20 ,  G06T5/50

Abstract: Real time content enhancement can be provided using a solution that is lightweight enough to operate on client devices, even for high resolution, high bitrate content. An enhancement process can include a neural network that upscales the content to a target resolution while also enhancing a visual quality of the content, such as to sharpen visual aspects of the content and reduce a presence of artifacts. Such an approach can enable compressed content to be transmitted in streams across a network, in order to conserve bandwidth and data transmission, while also enabling that content to be upscaled and enhanced at the client device in real time, such that a user or viewer can experience the content at, near, or above its intended or original visual quality.