Table 2 Parameters of both models used in COV-MobNets for training process
From: COV-MobNets: a mobile networks ensemble model for diagnosis of COVID-19 based on chest X-ray images
Model | MobileViT | MobileNetV3 |
|---|---|---|
Optimizer | Adam | Adam |
Learning rate | Exponentially decay | Exponentially decay |
Initial learning rate | \({10}^{-4}\) | \({10}^{-4}\) |
Final learning rate | \({10}^{-6}\) | \({10}^{-5}\) |
Loss | Binary Cross Entropy | Binary Cross Entropy |
Epoch | 30 | 30 |
Batch size | 32 | 32 |
Image size | 128 × 128 | 128 × 128 |