Guys, I think what @horsestuff has in mind is removing the tarnish from the metal, like polishing silver.
There are hundreds of metal polishes out there. I personally like Menzerna Polishing Cream. It is a rub on, wipe off product, a cotton or microfiber cloth will do. You could use a random orbital polisher, but on something as small as a platter elbow grease will do fine.