Put up a few sticks with plastic bags.
If the wind blows a little, the bag moves and makes noise.
The birds will be scared and fly away.
Birds are smart and know quickly that they need not be afraid of a scarecrow. But if you decorate it with all sorts of things that make noise, such as cans and metal plates, the birds will prefer to go somewhere else.