I genuinely don't think there's any such thing. There are plenty of people who aren't "celebrity" beautiful but ugly people don't exist, unless they have ugly (nasty) personalities to go with it.
There's always something lovely. A woman I work with is a big bruiser of a woman, quite haggard in appearance, but she is the kindest person and has as wonderful smile (plus a husband of 40 years and four children)