Stanley Peninsula, formerly known as Tai Tam Peninsula (大潭半島), is a peninsula of southern Hong Kong Island in Hong Kong. Located between Tai Tam Bay and Stanley Bay, it joins north to Hong Kong Island at the town of Stanley and ends to the south at Bluff Head .