If they're anything like peafowl (which of course they are), the answer's yes unfortunately!
They will look after themselves, that's true. Ours have access to a big barrel of grain with a pheasant feeder, and could look after themselves for a month if needby.
I think you will need to fence off your veg plot though - sorry to be the bearer of bad news.