1. A method, comprising: detecting a first set of facial images in images from a collection of digital images; grouping the first set of facial images into similarity groups, wherein in each of the similarity groups facial recognition templates of facial images are within a predetermined range; displaying facial images from a plurality of the similarity groups in a graphical user interface, wherein each of the similarity groups is substantially separately displayed; receiving user input to confirm or reject individual facial images in one or more of the displayed similarity groups; updating one or more of the displayed similarity groups based upon the user input; and storing the changed similarity groups in a facial images database.