Steve Ford is a private detective in Venice Beach, Calif., who's good with the ladies, bad with the punches and wild about his dog Buddy. When local thugs steal Buddy, Ford turns to Spyder, their devious leader, and forges an unlikely alliance. With help from his best friend, Steve pulls out the big guns to retrieve Spyder's stolen cash and cocaine and save Buddy.

Lei Ming, a noble young martial arts student who doesn't know the meaning of giving up. He faces a treacherous, blood-thirsty Japanese karate expert, which leads to many memorable battles as well as several unforgettable training sequences.

After avenging the death of his brother, Chen Shen (Bruce Li) returns home from Shanghai. He tells his mother (who went blind from crying over her son's death) that he will no longer fight. However, being a movie with the words "fist" and "fury" in the title, Chen doesn't keep his promise for very long. Japanese occupiers who are aware of Chen's history terrorize his family by, among other things, vandalizing his mother's store and beating up his brother. Later, they frame Chen for a murder. After the Japanese boss arrives in town and causes a ruckus, Chen breaks out of jail for a final confrontation.