Identification method of typical defects in transmission lines based on YOLOv5 object detection algorithm

Identification method of typical defects in transmission lines based on YOLOv5 object detection algorithm

In order to realize the automatic identification of typical defects in transmission lines, a typical defect identification method for transmission lines based on You Only Look Once (YOLO)v5 algorithm is proposed, which has the advantages of low missing detection rate and false detection rate. Firstl...

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Bibliographic Details
Main Authors: Jiaxin Yuan, Xianfeng Zheng, Liwen Peng, Kai Qu, Hao Luo, Liangliang Wei, Jun Jin, Feilong Tan
Format: Article
Language:English
Published: Elsevier 2023-09-01
Series:Energy Reports
Subjects:
Transmission line
Defect identification
YOLOv5
Multiple target
Online Access:http://www.sciencedirect.com/science/article/pii/S2352484723004407

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