They definitely did.
> I don’t know German history very well
It's worth revisiting. _The Nazi Seizure of Power_ by William Sherman Allen is available in a variety of formats and may be an accessible starting point for this. It does directly contain examples of resistance and opposition to Nazis, before, during, and after their seizure of power (albeit in just one town that the book focuses on).