Azerbaijan competed at the 2004 Summer Olympics in Athens, Greece from 13 to 29 August 2004.

36 competitors, 30 men and 6 women, took part in 36 events in 10 sports.

They won 2 bronze medals, with 3 other boxers falling in the quarterfinals.

Azerbaijan was in a four-way tie for 12th place in the boxing medals scoreboard.

Dinara Gimatova, who qualified for the 2004 Olympics, could not compete due to a practice injury.