I don't see the problem here. Who cares what others think, do and like whatever makes you happy, or are you concerned about how others will perceive you? It's good that the girl you love is seen as weird to others; it means there's less competition.
I like a person who is seen as unattractive, but I don't really care when people tell me that. I know what they're like underneath, because that's all that matters to me.