1. A computer-implemented method to provide a visualization from images, the method comprising: obtaining a set of images; determining one or more pixel characteristics of the set of images; determining one or more faces depicted in the plurality of images based on one or more pixel characteristics; selecting a group of images of the set of images, wherein each image in the group of images depicts a different group of faces than depicted in the other images in the group of images; generating the visualization including the group of images; and providing the visualization to a user device in response to a user request to cause the group of images to be displayed by the user device.