Table 3 Display pre-trained leveraging transfer learning models along with algorithm hyperparameters.
Hyperparameters | ||||
---|---|---|---|---|
Pre-trained Models | Optimizer | Minibatch-Size | MaxEpochs | InitialLearnRate |
NAS Net-Large | Adam | 32 | 5 | 10 − 3 |
MobileNetV2 | Adam | 32 | 15 | 10 − 3 |
InceptionV3 | Adam | 32 | 14 | 10 − 3 |
InceptionResNetV2 | Adam | 32 | 10 | 10 − 3 |
DenseNet121 | Adam | 32 | 10 | 10 − 3 |
DenseNet201 | Adam | 32 | 10 | 10 − 3 |