Structural Similarity: When to Use Deep Generative Models on Imbalanced Image Dataset Augmentation

Chenqi Guo, Fabian Benitez-Quiroz, Qianli Feng +1

Improving the performance on an imbalanced training set is one of the main challenges in nowadays Machine Learning. One way to augment and thus re-balance the image dataset is thro…