This is a good time of year to get some cheap or discounted wire fence material from your local garden center. They usually have stuff on sale to get rid of things before the fall/winter.

Other than a fence I'm not sure what deterrant you can use without actually chasing away the deer with sents and scarecrows.

Good Luck!