fig8

Figure 8. The confusion matrix evaluation of the ResNet34 architecture on defect classification task. (A) Confusion matrix diagram; (B) confusion matrix with randomly initialized weights; (C) loaded pre-trained weights and trained for 500 epochs; (D) loaded pre-trained weights and trained for 5000 epochs.