We also wrote notes to the neighbors who have been parking too close to our driveway. I put some bright orange tree marking paint on the curb to try to "guide" the drivers. I have their license numbers and will use the "three strikes and you get a ticket" approach.
Unfortunately they will probably move their cars before the local police finish their donuts at the coffee shop.