Table 4.
S. No. | Network | Hyper Parameters | Total Number of Trainable Parameters |
---|---|---|---|
1 | EfficientNet B0 | Optimiser: Adam optimiser No. of epochs: 50 Learning rate: 0.001 Weight decay: 0.0001 |
1,729,176 |
2 | Effimix Network | Optimiser: Adam optimiser No. of epochs: 50 Learning rate: 0.0001 Weight decay: 0.0001 |
5,288,548 |
3 | Proposed feature fusion network | Optimiser: Adam optimiser No. of epochs: 100 Learning rate: 0.0001 Weight decay: 0.0001 |
7,041,276 |