Table 2.
Segmentation results of different models.
| Model | Accuracy (%) | F1-score (%) | MIOU (%) | Time (ms) | Parameters (106) |
|---|---|---|---|---|---|
| SegNet | 99.47 | 71.24 | 77.51 | 251.33 | 31.82 |
| FCN | 99.68 | 82.68 | 85.3 | 204.83 | 26.37 |
| U-Net | 99.69 | 83.76 | 86.14 | 245.17 | 31.06 |
| Modified U-Net | 99.72 | 85.59 | 87.53 | 192.50 | 3.14 |