Table 2.

Comparison of pretrained models.

Model	Train accuracy	Val accuracy	Train loss	Val loss	Images	Precision	Recall	F1-score
Xception	0.9596	0.9543	0.1155	0.1213	Normal	1.00	0.90	0.95
					TB	0.91	1.00	0.95
InceptionV3	0.9800	0.9757	0.1160	0.1243	Normal	0.95	0.97	0.96
					TB	0.97	0.95	0.96
MobileNetV2	0.9930	0.9793	0.0220	0.0548	Normal	0.96	1.00	0.98
					TB	1.00	0.96	0.98
InceptionResNetV2	0.9912	0.9936	0.0340	0.0237	Normal	0.99	0.98	0.99
					TB	0.98	0.99	0.99