If you can, also try to get across to Litchfield Park on the other side of Darwin. It has lots of fantastic waterfalls etc.
I went to Kakadu/ Litchfield many years ago, so I can't remember any of the place names I went to. But there is plenty to see!
I love Darwin as well. I think sunset on...