1. A method of organizing an image collection comprising: a) detecting faces in the image collection; b) extracting features from the detected faces; c) determining a set of unique faces by analyzing the extracted features, wherein each face in the set of unique faces is believed to be from a different person than the other faces in the set; and d) displaying the unique faces to a user.