SGD-Mix: Enhancing Domain-Specific Image Classification with Label-Preserving Data Augmentation

Yixuan Dong, Fang-Yi Su, Jung-Hsien Chiang

Data augmentation for domain-specific image classification tasks often struggles to simultaneously address diversity, faithfulness, and label clarity of generated data, leading to…