How to build a docker image for tensorflow?

I took part in an online challenge recently where all participants are asked to submit models in the form of a docker image so that the organizers can run them and reproduce results. Although I've googled key words incorporated docker and tensorflow, I didn't find satisfying results. As I'm new to docker, so can anybody teach me how to build a docker image for tensorflow and python. I'm using tensorflow in python with jupyter notebook on windows10. Thanks a lot!