Self driving cars doesn't change much.
Supposing that there would exist car sharing systems such that a single car may be used throughout the day by several people, then we could cut back on parking spots, but I'm sure there will be many that own their own self driving car and share it with no one.
During morning rush hour the only difference from now would be that commuters could do the crossword puzzle instead of focusing on traffic.