Franklin Park is an unincorporated community and census-designated place located within Franklin Township, in Somerset County, in the U.S. state of New Jersey. As of the 2010 United States Census, the CDP's population was 13,295. Route 27 bisects the village and serves as the dividing line between the two counties.