Table 2.

A comparison of number of different layers in 5 TL models and 1 proposed CNN

AI Models	DL/TL	Conv2D	MaxPool	BN*	Dense	Concatenate	Activation	# Layers
CNN	DL	2	2	0	3	0	0	7
VGG16	TL	13	5	0	3	0	0	25
MobileNet	TL	27	0	27	3	0	27	88
DenseNet121	TL	120	1	121	3	58	120	432
DenseNet169	TL	168	1	169	3	82	168	600
DenseNet201	TL	200	1	201	3	98	200	712

*BN: Batch Normalization