Let f : X → X be a self-map of a finite polyhedron that is an aspherical wedge product space X . In this paper, we estimate the Nielsen number N ( f ) of f . In particular, we study some algebraic properties of the free products and then estimate Nielsen numbers on torus wedge surface with boundary, Klein bottle wedge surface with boundary, and torus wedge torus.