White-headed Munias are not a common pet bird at the Mongkok Bird Street (at least between 2008-2009).
Some caged pet birds are in good conditions but some are not. So, just the plumage condition alone cannot justify their origin. Nevertheless, HK appears to be out of the natural range of the White-headed Munia.
Captain