OP, it matters not if your deer are on your land. State F&G laws apply to your land.
Do you have a Captive Bred White-Tail Deer License? If so, you can check on your herd. If not, no joy.
As an aside:
I'm a forest ecologist with 30+ years experience in NY and New England and I manage 10,000 acres and 28 hunters for a regional land trust. Let me tell you, my friends, the use of drones by hunters is out of control, especially in Maine. The laws really haven't caught up with this problem yet. What's needed vs. perps are a 5-year ban on hunting licensing and confiscation of drones and firearms.