Table 1. Hyper-parameters of baselines for COVID-19 image segmentation.
Model | Learning Rate | Batch Size | Epoch |
---|---|---|---|
UNet | 1e-3 | 2 | 50 |
PSPNet | 1e-3 | 2 | 70 |
FCN32 | 1e-3 | 2 | 50 |
FCN32_ResNet50 (F32_R50) | 1e-3 | 2 | 50 |
FCN32_MobileNet (F32_M) | 1e-3 | 2 | 50 |
Model | Learning Rate | Batch Size | Epoch |
---|---|---|---|
UNet | 1e-3 | 2 | 50 |
PSPNet | 1e-3 | 2 | 70 |
FCN32 | 1e-3 | 2 | 50 |
FCN32_ResNet50 (F32_R50) | 1e-3 | 2 | 50 |
FCN32_MobileNet (F32_M) | 1e-3 | 2 | 50 |