Table 4.
Experimental parameters | Setting |
---|---|
Image size | 150 × 150 |
Batch size | 12 |
Epoch | 60 |
Optimizer | Adam |
Learning rate (LR) | 0.0001 |
Loss | Categorical cross entropy |
Validation spit | 0.2 |
Shear_range | 0.25 |
Zoom_range | 0.1 |
Channel_shift_range | 20 |
Horizontal_flip | True |
Vertical_flip | True |
Rotation_range | 50 |
Rescale | 1/255 |
Height_shift_range | 0.2 |
Width_shift_range | 0.2 |