Elmwood Park is a village in Racine County, Wisconsin, United States. The population was 510 at the 2020 census. Elmwood Park is located at 42°41′29″N 87°49′20″W / 42.69139°N 87.82222°W. According to the United States Census Bureau, the village has a total area of 0.14 square miles, all of it land.