Defect Transfer GAN: Diverse Defect Synthesis for Data Augmentation

Ruyu Wang, Sabrina Hoppe, Eduardo Monari +1

Data-hunger and data-imbalance are two major pitfalls in many deep learning approaches. For example, on highly optimized production lines, defective samples are hardly acquired whi…