Table 1.

Depth, input size and number of parameters of pre-trained CNNs

CNN	Depth	Input size	Number of parameters (In Millions)
MobilenetV2	53	$224\times 224\times 3$	3.5
Shufflenet	50	$224\times 224\times 3$	1.4
Xception	71	$229\times 229\times 3$	22.9
Darknet53	53	$256\times 256\times 3$	41
EfficientnetB0	82	$224\times 224\times 3$	5.3