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Calculation efficiency of different models.
| Model | Memory space (GB) | Training time (h) | Parameters |
|---|---|---|---|
| FCN | 8.45 | 12.6 | 63,254,618 |
| SegNet | 6.13 | 10.3 | 56,421,514 |
| U-Net | 5.42 | 8.6 | 48,163,254 |
| DeepLab | 7.13 | 7.3 | 52,618,315 |
| PSPNet | 4.26 | 7.8 | 45,126,257 |
| DS-CNNs | 3.42 | 4.5 | 35,183,326 |
