Table 2.

The global performance of the CNNs on the NINA and NIA datasets are reported. In addition, image improvement techniques are not active

IIQ not active
Net	Data augmentation	ACC (min)	ACC (max)	ACC (mean)	ACC (sd)
AlexNet	None	0.68	1	0.89	0.05
	Yes	0.76	0.97	0.87	0.05
DenseNet	None	0.62	0.79	0.74	0.04
	Yes	0.41	0.88	0.73	0.08
Google InceptionV3	None	0.56	0.94	0.74	0.07
	Yes	0.32	0.71	0.55	0.07
GoogleNet	None	0.65	0.94	0.80	0.06
	Yes	0.30	0.76	0.55	0.09
MobileNet	None	0.50	0.91	0.75	0.09
	Yes	0.35	0.76	0.56	0.08
ShuffleNet	None	0.44	0.88	0.69	0.08
	Yes	0.26	0.74	0.52	0.10
SqueezeNet	None	0.38	1	0.55	0.11
	Yes	0.15	0.79	0.58	0.10
VGG	None	0.59	0.82	0.75	0.04
	Yes	0.59	0.82	0.73	0.05