The school had outgrown the old facilities and the school board decided a new building was very much needed. In 1957, the new building was opened and named F. W. Wheeler in this memory. Afro-American students continued their education there until 1966 when integration brought the students from the F. W. Wheeler School to join the students at Wortham Schools.