Usually no, the average person can bearly tell there is a baby there unless it's a 3DR scan which is expensive and hospitals don't normally use them.
I on the other had have had a lot of experience with ultrasound equipment so when I got my 22 week scan the tech didn't even have to tell me, I saw the scrotum immediately