I suggest contacting a professional dog trainer in your area.

As Phil said - I use an E-collar. Again to recap. You need to see the dog chase the deer or acknowledge the deer trail right after you saw the deer on that trail.

Then and only then with the use of the E-collar do you know you are stopping the dog from tracking deer.

JW