Transit visa needed in HK? (Ghanaian passport)

Hello,I will be travelling to the philippines next month with my Family,We will travel from shanghai through Hong Kong then to Manila,My wife and daughter hold the Russian passport and I hold the Ghanaian passport,I wanna ask if i need a transit visa in Hong Kong? If Yes can i apply online ?because i saw that they only have a consulate in Beijing