Elmwood Park is a village located in Racine County, Wisconsin. Elmwood Park has a 2026 population of 499. Elmwood Park is currently declining at a rate of 0% annually and its population has decreased by -1.96% since the most recent census, which recorded a population of 509 in 2020.