That is so cute! That deer is not afraid of the dog at all; otherwise it would've leaped the fence and run like the wind. And after a while, the dog starts mimicking the deer, standing on its hind legs and swinging its front legs.
Notice at the end, the two cats sitting on the railing watching the shenanigans. They look rather amused.