Cuchilla Alta
If you get lucky, you might find the same I found to spend my vacations --a house right in front of the beach, no street, no cars, no houses to the right or the left. But "civilization" around the corner. Canelones has several beach towns like this, but this is the one I know the best, and I think it's one the nicest, if you're looking for peace and quiet.