We report the draft genome sequences of five novel members of the family Picornaviridae that were isolated from the stool of rhesus macaques (Macaca mulatta) with chronic diarrhea. The strains were named NOLA-1 through NOLA-5 because the macaques were residents of the Tulane National Primate Research Center.