Thanks to https://github.com/wroscoe/donkey for sharing this. I've adapted it lightly.
To install, first run: pip3 install keras tensorflow-gpu h5py
car_demo.py
-- Trains a model for predicting stearing angle from video stills- Requires 1 cpu, 4 GiB ram. 1 GPU (preferred)