Table 2.
Proposed model parameters for training process.
| Parameters | Values | Parameters | Values |
|---|---|---|---|
| Input size | 256∗256 | Pool size | (2, 2) |
| Learning rate | 0.0001 | Batch size | 32 |
| Validation split | 0.2 | Activation function | ReLU |
| Smart optimization | Talos hyperparameter | Filter size | 5∗5 |
| Dropout rate | 0.5 | Padding | SAME |
| Epochs | 50 |