+1 to tenting or fly camping.
The deer are clever especially around the huts, they get a lot of pressure on the tops. You will do a lot better by putting in an extra hour or two and getting yourself away from huts.
From personal experience this summer in the Ruahine's I have had more luck spotting them right on last light rather than first thing in the morning as well.
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