Dozens of people have gathered at one of Alice Springs' busiest intersections to protest against nuclear waste in the Northern Territory.

Alice Springs election candidates stood alongside the protesters, chanting and singing their opposition to a nuclear NT.

The protesters set up a giant, inflatable waste barrel, attracting attention from passing motorists.

They are objecting to the proposed nuclear waste dump at Muckaty Station, as well as proposed uranium mining and exploration.