If you come during the full moon party in Haad Rin, Haad Tien Beach Resort can arrange for you to you get there safe. There are plenty of Taxis available going back in your direction in the morning and all day long.
You can still a scuba diving at sea or the mainland meant it runs North to find a huge rock at
