Table 3 The proposed CNN hyperparameter configuration.
Hyperparameter | Value |
---|---|
Learning rate | 0.001 |
Epoch | 5 |
Batch size | 32 |
Optimizer | Adam |
Kernel size | [3, 3] |
Convolution layers | [2conv-2conv] |
Activation function | Relu |
Pooling layers | [(2,2), (3,3)] |
Padding/Stride | Same/(1,1) |