Table 5.

Performance of the 4 best pretrained networks for binary classifier after fine tuning for a total of 15 epochs.

Model	Validation Loss	Validation Accuracy	Testing Accuracy
MobileNet	0.39	0.79	0.63
DenseNet201	0.46	0.84	0.82
InceptionResNetV2	0.43	0.77	0.69
ResNet152V2	0.61	0.78	0.66