Would be super cool if someone applied deep generative models to synthesize new natural images from input drawings using this dataset.
EDIT: https://github.com/junyanz/iGAN
Heres a good video showing it off https://www.youtube.com/watch?v=9c4z6YsBGQ0&feature=youtu.be