Two drivers were seriously hurt when an out of control bus hit their cars before slamming into a house at Redland Bay on Brisbane's bayside.

It is believed the bus collided with two cars near the intersection of Peel and Dart streets.

The car drivers were both seriously hurt and several bus passengers have minor injuries.