Is The Wizard of Oz based on Frank Oz's book?

No. Author and Oz series originator Lyman Frank Baum [May 15, 1856-May 6, 1919] wrote and published his book on the Wizard in 1900. Richard Frank Oznowicz ka Frank Oz was born May 25, 1944.