The crash occurred near the 3500 block of Belair Road around 7:30 a.m., a representative with the Baltimore Police Department told Daily Voice.
Officers arrived and found a child dead at the scene. A second victim was found trapped inside of a vehicle and later pronounced deceased.
Investigators believe speed to be a factor in the crash.
The investigation is being led by Crash Team detectives. No further details were released.
Click here to follow Daily Voice Anne Arundel and receive free news updates.