Table 5. Analysis results between original images and images based on the same group according to the form
Contents
Pixel
Top1 / Top3 / Top5 (Numbers)
Top1 / Top3 / Top5 Accuracy(%)
VGG-16
224 × 224
6 /17 /19
1/ 3 / 3
448 × 448
13 / 23 / 36
2 / 4 / 6
ResNet50
224 × 224
3 / 11 / 16
0.5 / 2 / 3
448 × 448
6 / 10 / 13
1/ 2 / 2
a: A total of 556 images are the target of the comparative experiment