 Intended uses & limitations  The present Face Frontalization model was not intended to represent the state of the art for this machine learning task. Instead, the goals were:  (a) to demonstrate the benefits of using a GAN for supervised machine learning tasks (whereas the original GAN is an unsupervised generative algorithm; see [this conference talk](https://www.youtube.com/watch?v=aL7rhJz8mAI) for more details);  (b) to show how a complex generative computer vision project can be accomplished on a [Scaleway cloud RENDER-S instance](https://www.scaleway.com/en/gpu-instances/) within ~ a day.  