README is broken

This readme does not pass the 'rst2html' test:

$ rst2html README.rst
bla.rst:18: (WARNING/2) Title overline too short.

=========
Run video face recognition algorithms
=========

As a result, the PyPI page looks broken: https://pypi.python.org/pypi/bob.bio.video/3.1.0