Someone I knew in the country had a problem with deer eating the roses in the garden at night.
Bought a cheap trannie radio and put it in the garden with a talking ( not music) programme on- R4 say. It did the trick. They didn't come near human voices. May work for you. Doesn't need to be loud enough to disturb neighbours.