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.

ImageU-netSegnetImproved U-net

Figure 12(a)0.8790.8840.920
Figure 12(b)0.8830.9330.935
Figure 12(c)0.9310.9670.982
Figure 12(d)0.9240.9320.973
Figure 12(e)0.9680.8750.969
Figure 12(f)0.8890.8840.956