There aren't any in Australia either, which is well reknown for its cuisine.
Countries with Michelin Stars restaurants are those in western/northern Europe, the US (and even then, it's just Chicago, San Francisco, New York and apparently Washington), Brazil (just Rio), and a very few places in southeast asia (Thailand, Hong Kong, Singapour I think, and a few cities in Japan, maybe a few other cities as it wouldn't surprise me if there are some in Shanghai, Beijing or Seoul).
And fun fact : Street vendors are starting to get Michelin Stars in southeast Asia.
Basically, the places where there are Michelin rated restaurants are places that have a dedicated Michelin hotel/restaurant guide as far as I know.