Have you all seen Wikiview?
“Wikiview is a graph-based image exploration system to visually navigate and search the millions of Wikimedia Commons images.”
It’s an interesting interface for exploring images on Commons. You can search by word, color, and license. You can even upload an image from your desktop to try and find similar images.
They have a nice video that demonstrates the tool.