基于U
2
⁃Net的金属表面缺陷检测算法
王昱翔, 葛洪伟
Metal surface defect detection algorithm based on U
2
⁃Net
Yuxiang Wang, Hongwei Ge
表2
不同模块的消融实验
Table 2
Ablation study for different modules
USE
UCE
OTSU
Acc
P
R
F
1
⁃score
F
2
⁃score
MAE
MSE
√
√
√
0.998
0.794
0.843
0.812
0.833
0.277
0.001
0.982
0.763
0.809
0.785
0.799
0.858
0.794
√
0.987
0.765
0.823
0.792
0.811
0.370
0.346
√
√
0.992
0.790
0.820
0.805
0.814
0.347
0.135