An Improved Algorithm for Insulator and Defect Detection Based on YOLOv4

An Improved Algorithm for Insulator and Defect Detection Based on YOLOv4

To further improve the accuracy and speed of UAV inspection of transmission line insulator defects, this paper proposes an insulator detection and defect identification algorithm based on YOLOv4, which is called DSMH-YOLOv4. In the feature extraction network of the YOLOv4 model, the improved algorit...

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Bibliographic Details
Main Authors: Gujing Han, Qiwei Yuan, Feng Zhao, Ruijie Wang, Liu Zhao, Saidian Li, Min He, Shiqi Yang, Liang Qin
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Electronics
Subjects:
UAV inspection
insulator defect
DSMH-YOLOv4
feature reuse
SA-Net
multi-head
Online Access:https://www.mdpi.com/2079-9292/12/4/933

Internet

https://www.mdpi.com/2079-9292/12/4/933

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