Table 3.
Setting of hyperparameters used during experiment.
Hyper parameters | Value |
---|---|
Model | Multichannel-Dense Net |
No. of channel | 04 |
Model initial learning rate | 0.1 |
Image size | 320 × 320 × 3 |
Batch size | 04 |
Target labels | Ground Truth |
Data augmentation | Not used |
Loss function | Categorical cross-entropy |
Optimization algorithm | Stochastic gradient decent |
Validation parameter | Classification accuracy |