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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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Detalles Bibliográficos
Autores principales: Zheng, Jianfeng, Wu, Hang, Zhang, Han, Wang, Zhaoqi, Xu, Weiyue
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9697038/
https://www.ncbi.nlm.nih.gov/pubmed/36433397
http://dx.doi.org/10.3390/s22228801