The incident took place under the jurisdiction of Mahendra Park police station.
The kids, who have been injured, were playing when a gunfight broke out between two people.
The injured children have been shifted to Babuji Jagjivan Ram Memorial Hospital.
As of now, the police have lodged a case and an investigation is underway. (ANI)