Journal of Cloud Computing

Advances, Systems and Applications

Table 7 Evaluation of the models and the proposed model on dataset 3

From: A lightweight convolutional neural network based on dense connection for open-pit coal mine service identification using the edge-cloud architecture

Net	Recall	Precision	F1-Score	OA	Kappa
VGG-16	0.470	0.991	0.638	0.733	0.503
AlexNet	0.997	0.817	0.898	0.887	0.766
GoogLeNet	0.973	0.904	0.034	0.912	0.824
ResNet50	0.927	0.959	0.942	0.943	0.887
Xception	0.983	0.913	0.947	0.945	0.889
DenseNet121	0.975	0.926	0.950	0.949	0.896
AD-Net	0.953	0.964	0.959	0.959	0.918

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