Tsukiji is a huge fish market and hugely popular with tourists. As much as I like fish though I have never been there. If you are a tourist, however, it would be easy for you to fit in a mass with a an early morning visit to the market since that is the popular time to go. Popular for one because I guess people want to see the tuna auction.
Here is their website
A page of photos from the Japanese site