Insulator-Defect Detection Algorithm Based on Improved YOLOv7

Insulator-Defect Detection Algorithm Based on Improved YOLOv7

Existing detection methods face a huge challenge in identifying insulators with minor defects when targeting transmission line images with complex backgrounds. To ensure the safe operation of transmission lines, an improved YOLOv7 model is proposed to improve detection results. Firstly, the target b...

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Bibliographic Details
Main Authors: Jianfeng Zheng, Hang Wu, Han Zhang, Zhaoqi Wang, Weiyue Xu
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Sensors
Subjects:
YOLOv7
insulator-defect detection
attention mechanism
HorBlock
SIoU
Online Access:https://www.mdpi.com/1424-8220/22/22/8801

Internet

https://www.mdpi.com/1424-8220/22/22/8801

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