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Authors
Tan, Guoguang
Liu, Liu
Liu, Ziteng
Wen, Bin
Li, Lili
Ye, Yongsheng
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Funding
Funding for this research was provided by:
the Quality and Reliability Test and Evaluation service platform for industrial mother-machine, China (2022-232-223)
Hubei Transmission Line Engineering Research Center, Recognition of insulator images with small sample based on Data Augmentation and YOLOv5, China (2022KXL03)
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Article History
Received: 14 May 2025
Revised: 8 August 2025
Accepted: 1 September 2025
First Online: 17 October 2025
Declarations
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: The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
: This article does not contain any studies with human or animals performed by any of the authors.
