Its the other way around, science fiction drew inspiration from Kowloon. For example Ghost in the Shell is set in a straight copy of mid nineties Hong Kong.
Some scenes can even be traced shot for shot with real locations, including unreal Kai Yak airport landing approach over kowloon
https://vimeo.com/33731256