Surface Defect Detection Method Based on Improved Semisupervised Multitask Generative Adversarial Network

Figure 14

The training accuracy and loss value of AlexNet-based transfer learning training. (a) In the dataset expanded by DCGAN [24]. (b) In the dataset expanded by iSSMT-GAN.

(a)

(b)