Photovoltaic module defect detection method and device, electronic equipment and readable storage medium

The embodiment of the invention provides a photovoltaic module defect detection method and device, electronic equipment and a readable storage medium, and relates to the technical field of detection. According to the embodiment of the invention, a detection model with a first full-connection layer f...

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Bibliographische Detailangaben
Hauptverfasser: LIU MIN, XU JIAN, ZENG XIAOHUI, ZONG YINGXIAN, SHEN JIANHUA
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The embodiment of the invention provides a photovoltaic module defect detection method and device, electronic equipment and a readable storage medium, and relates to the technical field of detection. According to the embodiment of the invention, a detection model with a first full-connection layer for classifying defects and a second full-connection layer for predicting defect values is constructed, and after a detection picture of a to-be-detected photovoltaic module is acquired, the detection picture is detected through the detection model; the defect classification result of the photovoltaic module to be detected and the defect value of the photovoltaic module to be detected can be directly obtained, and the method is efficient and high in precision. 本发明实施例提供一种光伏组件缺陷检测方法、装置、电子设备和可读存储介质,涉及检测技术领域。本发明实施例通过构建具有用于对缺陷进行分类的第一全连接层以及用于对缺陷值进行预测的第二全连接层的检测模型,进而在获取待检测的光伏组件的检测图片后,通过检测模型对所述检测图片进行检测处理,可直接得到待检测的光伏组件的缺陷分类结果以及待检测的光伏组件的缺陷值,高效、精确度高。