The incident happened on the morning of Aug. 2 in the 5300 block of West Ballast Avenue where two vehicles were parked.
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Police said several men in hoodies got out of those vehicles and all assisted in removing a catalytic converter from the victim's car.
The video shows one of the men using a car jack to lift the Honda Accord, which was sitting in a driveway, to sneak underneath it to grab the converter.
Police said these suspects are believed to have been involved in another theft the same night.
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One of the vehicles they were seen in appears to have a white and grey camouflage wrap and the other is a dark colored sedan, according to police.
Anyone with information is urged to contact police.