Enhanced photovoltaic panel defect detection via adaptive complementary fusion in YOLO-ACF

Abstract Detecting defects on photovoltaic panels using electroluminescence images can significantly enhance the production quality of these panels. Nonetheless, in the process of defect detection, there often arise instances of missed detections and false alarms due to the close resemblance between...

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Bibliographic Details
Main Authors: Wenwen Pan, Xiaofei Sun, Yilun Wang, Yang Cao, Yizheng Lang, Yunsheng Qian
Format: Article
Language:English
Published: Nature Portfolio 2024-11-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-024-75772-9