Houston Police Department officers responded to a reported stolen vehicle at about 1 a.m.
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The three suspects, two who are juveniles, led police on a car chase near Kashmere Gardens, police said.
After traveling north on Beltway 8 and around the loop, the suspects ditched the stolen vehicle and ran.
A Houston police officer can then be seen on video jumping a fence to catch the suspects.
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The suspects eventually stopped at 5100 Wipprecht Street, where they were taken into custody, according to police.