光伏航拍红外图像的热斑自动检测方法

夏杰锋,唐武勤,杨强

Automatic hot spot detection method for photovoltaic aerial infrared image

Jie-feng XIA,Wu-qin TANG,Qiang YANG

表 2 分类模型性能对比

Tab.2 Comparison of classification model performance

算法 Precision Recall Accuracy P/MB Me/MB VGG16 0.9948 0.9847 0.9898 448.18 232.28 ResNet50 0.9949 0.9949 0.9949 97.49 309.46 DenseNet121 0.9913 0.9951 0.9930 30.44 299.11 SqueezeNet 0.9847 0.9753 0.9804 30.16 290.67 MobileNetV2 0.9608 0.9755 0.9657 12.62 408.23 ShuffleNetV2 0.9755 0.9659 0.9706 8.54 813.55 EfficientNet 0.9949 1.0000 0.9974 20.17 231.66