A bolt defect detection method for transmission lines based on improved YOLOv5

To solve the problem of bolt defects in unmanned aerial vehicle inspection that are difficult to identify quickly and accurately, this paper proposes a defect detection method based on the improved YOLOv5 anchor mechanism. Firstly, the Normalized Wasserstein distance (NWD) evaluation metric and the...

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Bibliographic Details
Main Authors: Hongbo Zou, Jialun Sun, Ziyong Ye, Jinlong Yang, Changhua Yang, Fengyang Li, Li Xiong
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-03-01
Series:Frontiers in Energy Research
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fenrg.2024.1269528/full