Research Article
A Crack Identification Method for Concrete Structures Using Improved U-Net Convolutional Neural Networks
Table 5
Comparison of recall of the three model test sets.
| Image | U-net | Segnet | Improved U-net |
| Figure 12(a) | 0.879 | 0.884 | 0.920 | Figure 12(b) | 0.883 | 0.933 | 0.935 | Figure 12(c) | 0.931 | 0.967 | 0.982 | Figure 12(d) | 0.924 | 0.932 | 0.973 | Figure 12(e) | 0.968 | 0.875 | 0.969 | Figure 12(f) | 0.889 | 0.884 | 0.956 |
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