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New video shows the moment a man in a stolen vehicle fleeing police crashed into another vehicle at a Baltimore intersection last month, causing a building to collapse.

Shawn Lee Brunson, 33, the driver of a stolen 2017 Hyundai Sonata, was arrested and charged with stealing the vehicle in Baltimore on February 7th. The Maryland Office of Attorney General released footage of the shocking crash, which happened the next day, this week.

The chase began after Baltimore police spotted the stolen car in the area of East North Avenue, and tried to investigate, but the driver took off.

During the pursuit, the driver hit another car causing both vehicles to collide into the structure.

Alfred Fincher, 54, a pedestrian who was on the street at the time of the crash was buried under the falling rubble. Five other people, including two in the stolen car, also sustained injuries and were hospitalized.

The officers - whose names were not disclosed - involved in the pursuit are now under investigation by the Independent Investigations Division of the Office of Attorney General, according to CBS News.