Table 4. ResNet50 analysis results between original images and rotated images
Model | Original Image | Top1 | Top2 | Top3 | Top4 | Top5 |
ResNet50 in 224 pixel | | | | | | |
X102 | X95 | X102_90 | X95_90 | X133_90 | X40 |
| 0.994 | 0.993 | 0.992 | 0.983 | 0.98 |
| | | | | |
X165 | X163 | X197 | X274 | X137 | X130 |
| 0.998(0.99813) | 0.998(0.99809) | 0.998(0.99801) | 0.998(0.99800) | 0.998(0.99795) |
| | | | | |
X133 | X133_270 | X176_270 | X176 | X102_270 | X89_270 |
| 0.993 | 0.986 | 0.985 | 0.984 | 0.983 |
ResNet50 in 448 pixel | | | | | | |
X102 | X102_90 | X133 | X133_90 | X129_90 | X129 |
| 0.996(0.95929) | 0.995(0.99498) | 0.995(0.99486) | 0.995(0.99467) | 0.995(0.99460) |
| | | | | |
X165 | X165_180 | X139 | X224 | X69 | X139_180 |
| 0.999(0.99948) | 0.999(0.99933) | 0.999(0.99929) | 0.999(0.99922) | 0.999(0.99904) |
| | | | | |
X133 | X133_270 | X176_270 | X102 | X176 | X102_270 |
| 0.998 | 0.996 | 0.995(0.99498) | 0.995(0.99478) | 0.993 |
a: In imgaes “Xnumber_90”, 90 means that the image is rotated 90 degrees from the original
b: Correlation is a similarity value(the similarity rate is 100% as it approaches and it is rounded to the fourth decimal place