Object Detection in Ground-Penetrating Radar Images Using a Deep Convolutional Neural Network and Image Set Preparation by Migration

Table 3

Accuracy using the NN depending on the number of perceptrons and layers.

The number of perceptrons per a layer	Accuracy	True Positive Ratio (TPR)	True Negative Ratio (TNR)
10	0.707	0.237	0.752
20	0.594	0.393	0.613
5×5	0.589	0.387	0.609
10×10	0.513	0.466	0.518