1. A system comprising: a memory having stored thereon computer executable components; a processor that executes at least the following computer executable components: a reception component configured to receive appearance information regarding a current physical appearance of a person, wherein the appearance information comprises image data captured of the person; a selection component configured to receive input selecting requirements for a health and fitness program, wherein the requirements comprise one or more dietary requirements and one or more physical fitness requirements; an analysis component configured to predict one or more changes to the current physical appearance of the person that will occur based on performance of the health and fitness program by the person; and a visualization component configured to generate a visual representation corresponding to a future physical appearance of the person based on the one or more changes and the image data.