Table 3 Hyperparameter settings of ArabSignNet.
Components | Hyperparameters | Values |
|---|---|---|
DenseNet-121 | Growth Rate | 12 |
Dropout | 0.3 | |
Learning Rate | 0.001 | |
Batch Size | 32 | |
Optimizer | Adam | |
EfficientNet-b0 | Dropout | 0.3 |
Learning Rate | 0.001 | |
Batch Size | 32 | |
Optimizer | Adam | |
ResNet-50 | Attention Mechanism | SE block |
Learning Rate | 0.001 | |
Batch Size | 32 | |
Optimizer | Adam | |
CSFOA | Dispersal Radius \((r)\) | 0.2 |
Number of Seeds | 10 | |
Population size \(po{p}_{tree}\) | 20 | |
Number of Iteration \({M}_{t}\) | 50 | |
EL | Number of Models \({M}_{i}\) | 3 |
Method | Averaging | |
Weight Assignment | Based on Accuracy |
