Machine Learning, Data Science, Artificial Intelligence, Towards Data Science, Deep Learning.
This one is fairly self-explanatory. GANs learn a data generating distribution like we did when looking at VAEs. Because of this, we are able to sample from our generator and produce additional samples which we can use to augment our training set. Thus, GANs provide an additional method to perform