- Train a neural network using PyTorch and validate it. Plotting whatever convenient metrics you want. - Write some preprocessing code to center crop some images and include the annotations within the crop according to some chosen criteria. - Build a very basic docker image - Answer an open-ended question about classifying a dataset with a lot of unlabelled images and a few labelled ones.