CHICAGO (CBS) — Charges are pending against two people Thursday morning, after they crashed a stolen SUV into a fence in the West Garfield Park neighborhood.

Police said officers on patrol spotted a silver BMW X5 speeding near Pulaski and Gladys around 3:20 a.m., before it crashed into a fence in an alley between a vacant lot and a taco shop.

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The driver ran away, and other officers later spotted him and took him into custody.

While police were still on the scene, a second man approached them and told them he was a passenger in the vehicle.

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Officers later discovered the BMW had been stolen.

The driver was taken to Mount Sinai Hospital, after he was injured hopping fences to get away.

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Charges were pending against the driver and passenger.