Not really, but belly sounds a little immature and weird. I would only use it while reffering to a dog.
[EDIT] Also, Jura is very right. And again, little kids say belly, or if you are being very informal or playing around with your friend. For example, if they're ticklish, you can say "I poke your belly! :D"