The reportedly careened onto a sidewalk before slamming into a power pole. The driver and a passenger, both females, were killed at the scene.
A male passenger was taken to a nearby hospital in critical condition.
The cause of the accident is under investigation.
Anyone with information about the accident is urged to call the LAPD North Hollywood division at (818) 644-8000.