Table 2.
Accuracy (%) of training and testing.
| Model | Accuracy with training datasets | Accuracy with testing datasets |
|---|---|---|
| VGG-16 | 75.0 | 74.5 |
| ResNet-50 | 87.0 | 76.3 |
| Inception V3 | 90.7 | 77.15 |
| EfficientNetB0 | 93.8 | 78.8 |
| EfficientNetB7 | 94.9 | 84.4 |
| Proposed CNN | 99.6 | 86.3 |
Accuracy (%) of training and testing.
| Model | Accuracy with training datasets | Accuracy with testing datasets |
|---|---|---|
| VGG-16 | 75.0 | 74.5 |
| ResNet-50 | 87.0 | 76.3 |
| Inception V3 | 90.7 | 77.15 |
| EfficientNetB0 | 93.8 | 78.8 |
| EfficientNetB7 | 94.9 | 84.4 |
| Proposed CNN | 99.6 | 86.3 |