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Comparison of model size and average segmentation time on a batch of test images in milliseconds.
| Method | Model size | Average segmentation time (ms) |
|---|---|---|
| Unetplusplus_vgg19 | 44,655,889 | 87.05 |
| Unet_vgg11 | 18,252,881 | 51.85 |
| PSPNet_vgg11 | 10,012,289 | 37.28 |
| MAnet_resnet34 | 31,777,361 | 65.15 |
| Linknet_inceptionv4 | 46,158,561 | 91.78 |
| FPN_resnet34 | 23,149,121 | 59.33 |
