The museum, then known as a fine art museum, was born out of a project by the National Museum to set up a five-museum precinct in the city. The other four museums that make up the precinct are known as the Singapore History Museum, Asian Civilisations Museum, People's Museum and the Children's Museum.[4] The Fine Arts Museum project began with the restoration of the former St. Joseph's Institution building.