Isono Seimen noodle factory is providing its noodle to many okonomiyaki restaurants. They also run an okonomiyaki restaurant themselves. The first floor of the building is the factory and the second floor is a restaurant. Nearby run JR trains and the baseball stadium, the home ground for Hiroshima Carp, stands across the railways.
Here's the factory.