Table 2. The details of CNN models used in this study.
| Model neural network | Depth | Size | Parameters (Millions) |
|---|---|---|---|
| GoogLeNet | 22 | 27 MB | 7.0 |
| Inceptionv3 | 48 | 89 MB | 23.9 |
| DenseNet201 | 201 | 77 MB | 20.0 |
| MobileNetv2 | 53 | 13 MB | 3.5 |
| RestNet18 | 18 | 44 MB | 11.7 |
| EfficientNetb0 | 82 | 20 MB | 5.3 |
| InceptionresNetv2 | 164 | 209 MB | 55.9 |
| ShuffleNet | 50 | 5.4 MB | 1.4 |
| VGG19 | 19 | 535 MB | 144.0 |