End-to-End Insulator String Defect Detection in a Complex Background Based on a Deep Learning Model

Normal power line insulators ensure the safe transmission of electricity. The defects of the insulator reduce the insulation, which may lead to the failure of power transmission systems. As unmanned aerial vehicles (UAVs) have developed rapidly, it is possible for workers to take and upload aerial i...

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Bibliographic Details

Published in:	Frontiers in Energy Research
Main Authors:	Weifeng Xu, Xiaohong Zhong, Man Luo, Liguo Weng, Guohua Zhou
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2022-07-01
Subjects:	insulator defect object detection DETR deep learning aerial image
Online Access:	https://www.frontiersin.org/articles/10.3389/fenrg.2022.928162/full