Chris McGrath / Getty ImagesRabbits look for food at the beach on Okunoshima Island on Feb. 24, 2014 in Takehara, Japan. Okunoshima is a small island located in the Inland Sea of Japan in Hiroshima Prefecture. The Island often called Usagi Jima or "Rabbit Island" is famous for its rabbit population that has taken over the island and become a tourist attraction with many people coming to feed the animals and enjoy the island's tourist facilities which include a resort, six hole golf course and camping grounds. During World War II the island was used as a poison gas facility. From 1929 to 1945, the Japanese Army produced five types of poison gas on Okunoshima Island. The island was so secret that local residents were told to keep away and it was removed from area maps. Today ruins of the old forts and chemical factories can be found all across the island.