• openpilot: an open source driver assistance system that supports 250+ supported car makes and models
• comma four: our device to make driving chill

• Blog: blog.comma.ai
• Twitter: @comma_ai
• Discord: discord.comma.ai
• YouTube: youtube.com/@commaai

• commaVQ: 100k minutes of tokenized driving video
• commaCarSegments: sanitized segments of can and carParams for each car that openpilot supports
• commaSteeringControl: ~12500 hrs of car steering controls data
• comma10k: Semantically labeled crowd-sourced driving images
• comma2k19: 33 hours of driving on California highway

Development is coordinated on our Discord and through paid bounties.

Check out our job listings.