Make certain you have drilled out every weld, then begin to pry the edges of the plate up. It is extremely thin and you will not be able to remove it without bending it slightly. Don't worry, that can be fixed later.
If you encounter a weld that is still stuck, stop, and re-drill it. Again don't rush or be tempted to pull and bend the plate.