Police said the accident occurred in Sewar area this morning when the driver swerved the bus to avoid colliding with another vehicle.
Locals rushed the injured to a nearby hospital where the bus driver and a girl student identified as Poonam, aged around 10 years, were declared dead on arrival.
The injured are being treated, they added.