Research Article
A Crack Identification Method for Concrete Structures Using Improved U-Net Convolutional Neural Networks
Table 4
Comparison of precision of the three model test sets.
| Image | U-net | Segnet | Improved U-net |
| Figure 12(a) | 0.692 | 0.528 | 0.865 | Figure 12(b) | 0.696 | 0.465 | 0.832 | Figure 12(c) | 0.712 | 0.564 | 0.842 | Figure 12(d) | 0.735 | 0.535 | 0.808 | Figure 12(e) | 0.742 | 0.549 | 0.831 | Figure 12(f) | 0.724 | 0.573 | 0.823 |
|
|