Table 2 Parameter values of the proposed model
Parameters | Range |
|---|---|
Input size | 256 × 256 × 3 |
Output size | 5 |
Epoch | 50 |
Optimizer | Adam |
Learning rate | 0.0010340233 (using glowworm swarm optimization) |
Loss function | Categorical_Crossentropy |
Convolutional kernel size | 3 |
Pooling kernel size | 2 |
Activation function for activation layer | “relu” |
Batch size | 64 |
Activation function | Softmax |