Research on Transmission Line Hardware Identification Based on Improved YOLOv5 and DeblurGANv2

Research on Transmission Line Hardware Identification Based on Improved YOLOv5 and DeblurGANv2

To precisely identify high voltage transmission line fittings and guide a line patrol robot in executing obstacle-crossing maneuvers tailored to diverse fittings, a real-time detection network based on deep learning DeblurGANv2 and YOLOv5 target detection algorithm was proposed. Addressing challenge...

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Bibliographic Details
Main Authors: Guangqing Chen, Shikai Wang, Yongkang Liu, Jinju Li, Gaobin Qin, Jidai Wang, Aiqin Sun, Liang Yuan
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Fittings recognition
Image deblurring
YOLOv5
Online Access:https://ieeexplore.ieee.org/document/10328847/

Internet

https://ieeexplore.ieee.org/document/10328847/

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