公开(公告)号：US20230351719A1

公开(公告)日：2023-11-02

申请号：US18315072

申请日：2023-05-10

Applicant: Samsung Electronics Co., Ltd.

Inventor： Eega Revanth RAJ ,  Sai Karthikey PENTAPATI ,  Raj Narayana GADDE ,  Anushka GUPTA ,  Dongkyu KIM ,  Kwangpyo CHOI

IPC: G06V10/42 ,  G06V10/44 ,  G06V10/94

CPC classification number: G06V10/42 ,  G06V10/44 ,  G06V10/94

Abstract: An electronic device for determining global attention in a deep learning model is provided. The electronic device includes a hardware accelerator, a low-complex global attention generator, a parallel switch, and a series switch. The hardware accelerator is configured to process each tile of a full-frame image and the low complex global attention generator is configured to generate a channel attention map of the full-frame image. The parallel switch is configured to bypass a connection of the channel attention map with the hardware accelerator and a series switch, configured to gate the connection of the channel attention map with the hardware accelerator.