So I wanted to try the new Android Studio and imported my eclipse projects (I generated a gradle build file). Worked pretty good.
The only library which does not see
It seems there is a way of making Android Studio work with AndroidAnnotations
http://code.google.com/p/android/issues/detail?id=55764