Exploring how to do this with chrome_options after trying this out and getting:
/usr/lib/python2.6/site-packages/selenium/webdriver/chrome/webdriver.py:54: DeprecationWarning: Desired Capabilities has been deprecated, please user chrome_options. warnings.warn("Desired Capabilities has been deprecated, please user chrome_options.", DeprecationWarning)