Improving Accuracy of IC Surface Defects Detection via Enhanced-CycleGAN Data Augmentation
An important step in integrated circuit (IC) manufacturing is inspection of the chip surface for defects.In practice, there exists a data imbalance problem associated with IC surface defect images which affects the detection performance of a deep learning-based detection model.In this paper, this data imbalance problem is addressed via generating s