Too Long; Didn't Read
DeepMind released a Generative model able to outperform widely-used nowcasting methods in 89% of situations for its accuracy and usefulness assessed by more than 50 expert meteorologists. The model focuses on predicting precipitations in the next 2 hours and achieves that surprisingly well. To train such a generative model, you need a bunch of data from both the human faces and the kind of face you want to generate. This kind of model often uses GANs for training purposes and then uses the generator model independently.