Content by no means says it all, especially when you're looking for a image. For instance, when searching for a photograph of a beach, you don't just want any old standard shot. You want a nice beach with lots of colors, a good composition and perfect exposure. In this demo, we use our automatic image categorizer to first understand the content of the image (no text tags required or used!), then