The incident took place around 8 PM.
Police said the injured have been taken to hospital.
"We were coming from Tughlaqabad when my uncle Irfan, driving the car, hit the road-divider. My mother and aunt got hurt and he (uncle) has taken them to the hospital," Anas said.