The argument "eugenics is nazi" is just a bit lame.
 
So far the main problem with eugenics being applied today is that a society of fashions and short term vision would prefer cultural and cosmetic change that would rather damage the human gene pool than ameliorate it. But in facts, I don't think anyone would rationally be against bettering the human race as a whole.