Analyzing Effects of Fake Training Data on the Performance of Deep Learning Systems

Pratinav Seth, Akshat Bhandari, Kumud Lakara

Deep learning models frequently suffer from various problems such as class imbalance and lack of robustness to distribution shift. It is often difficult to find data suitable for t…