Table 4 Comparison of parameters between the improved and traditional segmentation networks.
From: Algorithm for pixel-level concrete pavement crack segmentation based on an improved U-Net model
Model | Parameters(M) | Gflops(G) |
|---|---|---|
U-Net-FML | 7.68 | 43.67 |
U-Net | 7.76 | 41.92 |
U-Net++ | 9.02 | 51.15 |
Deeplab v3+ | 40.80 | 25.12 |
DANet | 58.61 | 50.61 |
UperNet | 60.27 | 60.13 |
TransNet | 40.12 | 35.79 |
