Let's check a dictionary definition first:
1.  Of, relating to, or suggestive of the preternatural or supernatural.
2. Of a strikingly odd or unusual character; strange

Okay.
Now, I think it's someone that does stuff that's different from the "norm". Everyone is weird in their own way, no matter what.