I have a painting. How can I automatically turn it into a photo?

I learned about it this morning while poking around Interactive Colorization on GitHub. I could see training it to turn landscape photos into architectural photos and vice versa, and the documentation seems to explain how that can be done. I’d suggest AI should be a tag available when posting?