Skip to content
@commaai

comma.ai

Building the Android of self-driving cars
README.md

comma

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

Follow us

Try our challenges at comma.ai/leaderboard

Public datasets

  • 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

Contribute

Development is coordinated on our Discord and through paid bounties.

We're hiring

Check out our job listings.

Pinned Loading

  1. openpilot openpilot Public

    openpilot is an operating system for robotics. Currently, it upgrades the driver assistance system on 300+ supported cars.

    Python 60.4k 10.7k

  2. opendbc opendbc Public

    a Python API for your car

    Python 3k 1.8k

  3. controls_challenge controls_challenge Public

    Can you design a controller to steer a simulated car?

    Python 368 289

  4. hardware hardware Public

    the home for all comma.ai hardware

    33 20

  5. panda panda Public

    code powering the comma.ai panda

    C 1.7k 904

  6. comma2k19 comma2k19 Public

    A driving dataset for the development and validation of fused pose estimators and mapping algorithms

    Jupyter Notebook 634 124

Repositories

Showing 10 of 154 repositories
  • ci-artifacts Public
    commaai/ci-artifacts’s past year of commit activity
    1 4 0 0 Updated Mar 23, 2026
  • openpilot Public

    openpilot is an operating system for robotics. Currently, it upgrades the driver assistance system on 300+ supported cars.

    commaai/openpilot’s past year of commit activity
    Python 60,404 MIT 10,730 163 (5 issues need help) 89 Updated Mar 23, 2026
  • openpilot-docs Public

    source for docs.comma.ai

    commaai/openpilot-docs’s past year of commit activity
    7 4 0 0 Updated Mar 23, 2026
  • opendbc Public

    a Python API for your car

    commaai/opendbc’s past year of commit activity
    Python 3,004 MIT 1,831 156 153 Updated Mar 23, 2026
  • teleoprtc Public
    commaai/teleoprtc’s past year of commit activity
    Python 9 MIT 22 0 2 Updated Mar 22, 2026
  • vamOS Public

    a new operating system for comma 3X and comma four

    commaai/vamOS’s past year of commit activity
    Shell 4 1 2 8 Updated Mar 23, 2026
  • dependencies Public

    vendored dependencies, wrapped as pip packages, for all comma projects

    commaai/dependencies’s past year of commit activity
    Python 3 2 0 0 Updated Mar 22, 2026
  • opendbc-data Public

    The home of data about the fleet of cars openpilot supports.

    commaai/opendbc-data’s past year of commit activity
    HTML 6 8 0 0 Updated Mar 22, 2026
  • gnss-data Public
    commaai/gnss-data’s past year of commit activity
    Shell 18 9 0 0 Updated Mar 22, 2026
  • website Public
    commaai/website’s past year of commit activity
    Svelte 11 22 9 14 Updated Mar 22, 2026
View all repositories

People

This organization has no public members. You must be a member to see who’s a part of this organization.