An effective electricity worker identification approach based on Yolov3-Arcface

An effective electricity worker identification approach based on Yolov3-Arcface

To address the issues of low efficiency and high complexity of detection models for electric power workers in distribution rooms, the electric power worker identification approach is proposed. The ArcFace loss function is used as the coordinate regression loss of the target box. According to the sco...

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Bibliographic Details
Main Authors: Qinming Liu, Fangzhou Hao, Qilin Zhou, Xiaofeng Dai, Zetao Chen, Zengyu Wang
Format: Article
Language:English
Published: Elsevier 2024-02-01
Series:Heliyon
Subjects:
Power distribution room
Face recognition
YOLOv3
ArcFace
Detection performance
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844024022151

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