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Performance metrics comparison for different segmentation methods.
| Methods | Prediction Time (ms) | Parameters (Million) |
GFLOPs | Memory Size (MB) |
|---|---|---|---|---|
| Unet(resnet34) | 6.97 | 24.44 | 31.36 | 93.21 |
| DeepLabV3+(resnet34) | 5.98 | 22.44 | 31.62 | 85.60 |
| FPN (resnet34) | 7.24 | 23.16 | 27.49 | 88.33 |
| PSPnet (resnet34) | 3.98 | 21.44 | 9.41 | 81.78 |
| DSCA-PSPNet | 4.57 | 22.57 | 11.41 | 84.47 |
Bold value is the highest value.
Underline value is the second highest value.
