Improved Loss Function for Defect Detection of Mobile Phone Screen

Abstract

Due to the excellent feature learning and representation capabilities of deep learning, the method based on deep learning for mobile phone screen defect detection is gradually being applied to industrial detection. Nowadays, the cross-entropy loss commonly used in deep learning only focuses on the d