No, all of the major auto manufacturers have pared down their spare capacity (and dealership networks) to save costs. So even if Toyota, GM, or VW invented an affordable fully functional self driving car tomorrow they wouldn't be able to dominate the market. It would take years to build up additional factory capacity, giving competitors a chance to catch up.
