Table 7. Analysis results between original images and images based on different groups according to the form

Contents	Pixel	Top1 / Top3 / Top5 (Numbers)	Top1 / Top3 / Top5 Accuracy(%)
VGG-16	224 × 224	36 / 51 /56	6 / 8 / 9
	448 × 448	63 / 73 / 92	10 / 11 / 14
ResNet50	224 × 224	4 / 9 / 12	0.6 / 1 / 2
	448 × 448	11 / 14 / 14	2 / 2 / 2

a: A total of 644 images are the target of the comparative experiment