Table 2 Performance of ablation study.
From: A highly efficient tunnel lining crack detection model based on Mini-Unet
Model | MIoU (%) | Precision (%) | Parameter (M) | FLOPs (G) | FPS |
|---|---|---|---|---|---|
Unet | 61.17 | 85.29 | 31.037 | 218.666 | 5.055 |
Unet(tiny) | 60.16 | 84.16 | 3.361 | 97.572 | 5.643 |
Unet(DSC) | 59.81 | 83.56 | 2.319 | 93.304 | 5.635 |
Mini-Unet | 60.76 | 84.18 | 2.319 | 93.304 | 5.635 |
