This demonstrates the MediaCycle software. It allows to browse image libraries by organizing them into clusters taking into account shape, color or texture, in a purely content-based approach. Moving, zooming, and rotating are performed using two-finger gestures on a trackpad. In this video, the user loads a texture library, then a library containing pictures of airplanes, to finally end with a library of medical images, suggesting various applications for such a concept.