Table 9.

Comparison of different metrics of normal CNN and pretrained CNN

	Normal CNN			Pre-trained CNN
Model	Accuracy	Error rate	Validation Loss	Accuracy	Error rate	Validation Loss
AlexNet	78.95	0.21	0.544	90.91	0.09	0.54
ResNet	74.3	0.257	0.138	86.3	0.136	0.592
VggNet-19	78.9	0.21	0.671	84.2	0.157	0.691
VggNet-16	73.68	0.263	0.685	86.3	0.181	0.625