Hyde Park Austin, Texas. Neighborhood Details. Hyde Park is an area in Central Austin that is bounded by W. 38th Street, W. 51st Street, Duval Street and Guadalupe Street. Hyde Park was first laid out by Morton Martin Shipe in the 1890s.