However, as a tourist, you do not need to worry about the competition. You can just enjoy the festival food, haunting flute music, dancing, and brilliantly lit floats. Try getting some close-up pictures of the gorgeous, three dimensional nebuta floats.
Also, if you are feeling adventuresome, trying renting out a costume and dancing alongside your favorite float. Very few other festivals in Japan allow this level of audience participation.