Table 5.
Comparison of training and testing time for ResNet152-based, FCN, Unet, SegNet and CDDS.
| Methods | Training Time | Testing Time (for Per Image) |
|---|---|---|
| ResNet152-based | 3 h and 12 min | 0.13 s |
| FCN | 6 h and 4 min | 0.17 s |
| UNet | 9 h and 17 min | 0.20 s |
| SegNet | 6 h and 2 min | 0.21 s |
| CDDS | 9 h and 24 min | 0.26 s |