Truthfully, I never understood the guessing of gender based a early scan photo which only shows the baby blob. I thought it was for fun, because there's no way you can tell gender based on a little fetal blob, right? I may have missed something though.
Also, at 12 weeks, there's no way that his penis would be so well developoed yet that you could see it from that profile. The male and female parts look almost identical and the testicles begin to develop in boys right around 11 weeks and while they CAN be recognizable, you'd need a very very clear actual potty shot to see. There's really on way to see it from the side.