In the manufacturing method of the array substrate, an under layer having a surface with irregular irregularities is formed on a substrate, a metal film with irregularities profiling the surface of the under layer is formed on the under layer, a colored resist layer is formed on the metal film, the colored resist layer is patterned to form a regularly arranged colored resist pattern, an optical inspection is performed to optically detect a defect of the colored resist pattern, a defect of the colored resist pattern detected by the optical inspection is repaired; and the metal film is etched while using the resist pattern as a mask.