At the moment the menu icons support only Font Awesome icons. Technically you could use your own images, but you will have to manually write the CSS codes for it.
As for the menu description, in WP Admin > Appearance > Menus, click on the “Screen Options” pulldown at the top right of the page, and tick on “Description”. Each menu item will then have an additional field for the menu description.