Table 2.
GAN parameter settings
| Parameter name | Value |
|---|---|
| Activation function | ReLU |
| Batch size | 4 |
| Learning rate | 0.0005 |
| Loss function | Binary cross-entropy |
| Dropout probability | 0.2 |
| Optimizer | Adam |
| Convolutional layer | 2 |
| Kernel size | 5 × 5 |
GAN parameter settings
| Parameter name | Value |
|---|---|
| Activation function | ReLU |
| Batch size | 4 |
| Learning rate | 0.0005 |
| Loss function | Binary cross-entropy |
| Dropout probability | 0.2 |
| Optimizer | Adam |
| Convolutional layer | 2 |
| Kernel size | 5 × 5 |