I don't know if they call it "Fat Tuesday" in Venice, but it's the last day of Carnavale. Lent arrives on Wednesday, so it's time to party. Check out this webcam to see what's going on in San Marco. The image is small, but it's fun to watch.
If you can't get to Venice in time, this site has some great photos of past carnivals.