A data-centric approach to class-specific bias in image data augmentation

Athanasios Angelakis, Andrey Rass

Data augmentation (DA) enhances model generalization in computer vision but may introduce biases, impacting class accuracy unevenly. Our study extends this inquiry, examining DA's…