Table 3.

Performance of the 4 best out of 40 pretrained networks for the binary classifier after 5 epochs.

Model	Validation Accuracy	Testing Accuracy
Mobilenet	0.80	0.63
DenseNet201	0.84	0.81
ResNet152V2	0.74	0.88
InceptionResNetV2	0.79	0.85