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Data processing system, object detection method, and apparatus thereof

Grant US12585944B2 Kind: B2 Mar 24, 2026

Assignee

HUAWEI TECHNOLOGIES CO., LTD.

Inventors

Jiangyong Ying, Xiongwei Zhu, Jing Gao, Lei Chen

Abstract

This application discloses a data processing system, an object detection method, and an apparatus thereof, and is applied to the artificial intelligence field. In this application, a second feature map generation unit introduces shallow texture detail information of an original feature map (a plurality of first feature maps generated by a convolutional processing unit) into a deep feature map (a plurality of second feature maps generated by a first feature map generation unit), to generate a plurality of third feature maps, and the third feature map including the shallow rich texture detail information is used as entered data on which a detection unit is to perform target detection.

CPC Classifications

G06N 3/08 G06N 3/042 G06N 3/045 G06N 3/0464 G06N 3/084 G06V 10/40 G06V 10/82 G06V 20/40 G06V 10/764 G06V 20/56 G06F 18/241

Filing Date

2022-10-27

Application No.

18050051

Claims

4