Table 4. Statistical information about the employed segmentation models.
| Model | Training time (min) | Resource usage | Epoch/batch size |
|---|---|---|---|
| U-NET | 48 | RTX3060 | 100/32 |
| U-NET+ResNet | 51 | RTX3060 | 100/32 |
| RNGU-NET | 56 | RTX3060 | 100/32 |
| Model | Training time (min) | Resource usage | Epoch/batch size |
|---|---|---|---|
| U-NET | 48 | RTX3060 | 100/32 |
| U-NET+ResNet | 51 | RTX3060 | 100/32 |
| RNGU-NET | 56 | RTX3060 | 100/32 |