The incident happened around 5 p.m. Wednesday in the Lindberg Park area, according to the Culver City Police Department. Officers recovered several shell casings, but no injuries were reported.
The man in the video was wearing a red sweatshirt and shorts while riding a black bike. Police have not been able to identify him, but they say he had tattoos on his hand.
Anyone with information is urged to contact police at (310) 253-6316 or (310) 253-6202.