No, and we don't recommend bringing a car. Sorrento is small so you can walk anywhere in about 15 minutes. If you want to hop over to Amalfi, Atrani, Positano, or Capri walk down to the ferry terminal and catch a ferry. You can bring luggage onto the ferries (but check if you have to pay extra).