Solar panel defect detection design based on YOLO v5 algorithm

Defects of solar panels can easily cause electrical accidents. The YOLO v5 algorithm is improved to make up for the low detection efficiency of the traditional defect detection methods. Firstly, it is improved on the basis of coordinate attention to obtain a LCA attention mechanism with a larger tar...

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Bibliographic Details
Main Authors: Jing Huang, Keyao Zeng, Zijun Zhang, Wanhan Zhong
Format: Article
Language:English
Published: Elsevier 2023-08-01
Series:Heliyon
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844023060346