I don't understand why they post dishonest pictures if they hope for a relationship. Just put up an honest pic, and if someone still wants to meet you, you already have that out of the way.  Case in point: in the TRP experiment, profiles of two fat women and an obvious MtF got lots of attention from desperate males.