MSU & AWS Present DeepAA: Fully Automated Data Augmentation Search That Rivals Human-Enhanced Approaches

Data plays a foundational role in the development of machine learning models, and data augmentation techniques are a powerful way to increase the amount and diversity of data, reduce overfitting, and improve model performance. A well-designed data augmentation strategy however typically requires time-consuming…