Table 3 Basic Unet with attention parameters with developed DSIA-UNet (U-Net with SA).
Methods | Precision | Recall | F1-Score | IoU |
|---|---|---|---|---|
U-Net | 0.862 | 0.843 | 0.863 | 0.867 |
U-Net + Attention | 0.891 | 0.894 | 0.889 | 0.895 |
Deep Shallow U-Net + SA | 0.95 | 0.951 | 0.953 | 0.954 |