This is the big daddy of summer fireworks festivals in Tokyo. The fireworks kick off at 7:05pm and run for a full 90 minutes. This festival attracts massive crowds. Check out our guide to surviving the Sumidagawa Fireworks Festival. The official site (link in Japanese) might be a little overloaded on the day of the festival.
If there is stormy weather the event will take place on the following day.