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

<div>The generated images using iSSMT-GAN and DCGAN on the PCB dataset after training at 2000 epochs. (a) The DCGAN. (b) The proposed iSSMT-GAN.</div>

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Figure 11

Figure 11: Surface Defect Detection Method Based on Improved Semisupervised Multitask Generative Adversarial Network 