Do I need visa to Hongkong if travel from Singapore?

Hi I am Indonesian would like to go to Hongkong. Do I need to apply visa if I fly from other country such as Singapore? And if when I already in Hongkong and would like to travel to other part of China ( Hainan ) can I just apply VOA at Hainan. Please advise n thanks