Research Article
Casting Defect Detection and Classification of Convolutional Neural Network Based on Recursive Attention Model
Table 5
The combination of the structural loss function SSIM and the L1 loss function.
| Item | SSIM | L1 | SE-ResNet | SE-ResNet-50 | SE-ResNet-101 | Base |
| RCNN-DC | 5.48 | 5.23 | 2.92 | 4.17 | 4.73 | 2.42 | MSE | 1.44 | 4.54 | 1.62 | 5.13 | 4.64 | 3.49 | CBAM | 4.39 | 3.91 | 2.32 | 2.41 | 3.18 | 1.44 | Fusion | 4.96 | 3.53 | 4.31 | 4.82 | 4.84 | 4.46 | Straw | 5.24 | 6.2 | 2.19 | 4.89 | 5.26 | 1.12 | Multiply | 4.71 | 1.19 | 3.63 | 1.6 | 1.92 | 2.49 |
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