Indeed, there's still quite a few of them, although the quality does vary. Should they be avoided?

I have been to an Indian restaurant in a converted toilet in Whitechapel (now gone). And didn't the one at the end of Rosebery Ave used to be a hairdressers or something?

[edit] Ah, I see, a 'cottage'. Yes, let's leave it at that