Table 3 Summary of the different CNN models that are trained on all datasets
Models | Optimizer | LR | Total number of parameters |
|---|---|---|---|
InceptionV3 | RMSprop | \(1 \times 10^{-4}\) | 31, 240, 225 |
DenseNet201 | RMSprop | \(1 \times 10^{-4}\) | 30, 364, 481 |
MobileNetV2 | RMSprop | \(1 \times 10^{-4}\) | 12, 744, 001 |
Xception | RMSprop | \(1 \times 10^{-4}\) | 37, 638, 953 |
EfficientNetV2S | RMSprop | \(1 \times 10^{-4}\) | 30, 817, 377 |