This study develops a face swap system to allow a visitor to put his/her face on the face of a portrait painting in a museum. First of all, we identify the 68 features of a face, then to build the face base of related portrait drawings in the museum. After the visitor choosing the people to the exchanged, the system detects the face feature of the visitor, then to swap his/her face with the chosen people.