Where to get thumbnail icons for pretty plugins


I'd like to add the plugin thumbnail images that you use in the Pretty Plugins demo. Where can I get those?

I read the documentation and it sounds like I just upload them to /wp-content/upload/prettyplugins/screenshots/ folder and make sure they have the right file name. Correct?