Note for Ubuntu 16.04 users:

If the program freezes during operation, you may try downgrading the version of python-serial by doing:

$ sudo apt-get remove python-serial

$ sudo gdebi python-serial_2.6-1.1_all.deb

$ sudo gdebi eyes17-3.6.0.deb