Table 5.
Description of the convolutional neural network model.
Parameters | Description |
---|---|
Activation Function | Input layer: ReLU |
Hidden layer: ReLU | |
Output layer: Softmax | |
Loss = sparse_categorical_crossentropy, optimizer = adam, | |
Input layer: ReLU | |
Epochs | 10 |
Epoch 2 | 50 |
Batch Size | 1024 |
Dropout ratio (Input) | 0.5 |
Dropout ratio (Output) | 0.3 |