1. One or more computer-readable media comprising computer-executable instructions for automatically identifying outlier images in a set of images, the computer-executable instructions performing steps comprising: generating an image penalty value for individual images in the set of images representing how different the individual image is from other images in the set of images; generating a threshold penalty value based on the generated image penalty values; identifying, as the outlier images, images having the image penalty value greater than the threshold penalty value.