It happened around 4:30 a.m. in the 6300 block of Richmond Avenue near Hillcroft.
The motorcycle was westbound on Richmond Avenue when it crashed into a vehicle exiting a driveway, according to Houston police.
Officers on the scene had one person detained, but an initial investigation determined the person was not impaired at the time, police said.
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