The other deceased was a spectator, they added.
Some of the injured were treated by a mobile medical team, while the others were treated as outpatients in a hospital and discharged.
The bull-taming sport was held as part of a temple festival.
It is being held at various places in the state after the Tamil Nadu Assembly, on January 23, unanimously passed an amendment bill, clearing the path for the bull-taming sport to be conducted without any hindrance.