The Commons Explorer is an experimental interactive browser for the Flickr Commons. It provides a "big picture" view of these collections - a rich, single screen interface that reveals structures and patterns and encourages exploration. It's written in Java / Processing and was developed by Sam Hinton and Mitchell Whitelaw.

See the project site for more information and downloads, and this Visible Archive post for some technical documentation.