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Updated: Jan 16, 2026

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优化了基于YOLO的模型,用于在电光发光图像中检测光伏缺陷

Achit Mohamed1, Yassa Nacera1, Bouzida Ahcene1

  • 1Laboratoire des Matériaux et Développement Durable (LMDD), University of Bouira, Bouira, 10000, Algeria.

Scientific reports
|September 26, 2025
PubMed
概括

一个新的深度学习模型,PV-YOLOv12n,通过使用电解发光 (EL) 图像来改善光伏 (PV) 面板缺陷检测. 这种增强的模型准确地识别了裂和位移等关键缺陷,确保了太阳能系统的可靠性.

关键词:
深度学习是一种深度学习.电光发光成像成像技术功能提取 功能提取光伏缺陷检测检测器光伏缺陷检测器这就是YOLOv12n.

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