Night vision works by picking up and amplifying ambient light such as starlight, moonlight reflected street lights, infrared light sources, etc.

Unfortunately, when diving in deeper depths, these light sources aren't there.

It's much simpler to carry a dive light. Also once your eyes become used to the darkness, it's amazing how much you can really see.