Teaser image in readme.md

[Philipp Hennig]

Purely for PR purposes, I think there should be a teaster image right under the headline in readme.md.

For example, it could show two snapshots from the example ipynb's. A "before and after" shot side by side, with a big green arrow in between.

That would get the message across in under a second, I think.