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@commaai

comma.ai

Make driving chill

comma

  • openpilot: an open source driver assistance system that supports 250+ supported car makes and models
  • comma 3X: 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.

openpilot on the comma 3X

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 54.2k 9.8k

  2. opendbc opendbc Public

    a Python API for your car

    Python 2.4k 1.4k

  3. controls_challenge controls_challenge Public

    Can you design a controller to steer a simulated car?

    Python 251 192

  4. hardware hardware Public

    the home for all comma.ai hardware

    17 9

  5. panda panda Public

    code powering the comma.ai panda

    C 1.6k 837

  6. comma2k19 comma2k19 Public

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

    Jupyter Notebook 602 123

Repositories

Showing 10 of 147 repositories
  • 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 54,184 MIT 9,843 129 (8 issues need help) 23 Updated Jun 28, 2025
  • opendbc Public

    a Python API for your car

    commaai/opendbc’s past year of commit activity
    Python 2,397 MIT 1,449 165 (1 issue needs help) 99 Updated Jun 28, 2025
  • website Public
    commaai/website’s past year of commit activity
    Svelte 8 12 10 1 Updated Jun 27, 2025
  • raylib Public Forked from raysan5/raylib

    A simple and easy-to-use library to enjoy videogames programming

    commaai/raylib’s past year of commit activity
    C 3 Zlib 2,600 0 1 Updated Jun 27, 2025
  • gnss-data Public
    commaai/gnss-data’s past year of commit activity
    Shell 13 8 0 0 Updated Jun 27, 2025
  • agnos-builder Public

    Build AGNOS, the operating system for your comma 3/3X

    commaai/agnos-builder’s past year of commit activity
    Python 48 74 34 (1 issue needs help) 14 Updated Jun 27, 2025
  • agnos-kernel-sdm845 Public

    Kernel for the SDM845 modules

    commaai/agnos-kernel-sdm845’s past year of commit activity
    C 11 29 0 1 Updated Jun 27, 2025
  • ci-artifacts Public
    commaai/ci-artifacts’s past year of commit activity
    1 3 0 0 Updated Jun 27, 2025
  • openpilot-docs Public

    source for docs.comma.ai

    commaai/openpilot-docs’s past year of commit activity
    4 4 0 0 Updated Jun 27, 2025
  • hardware Public

    the home for all comma.ai hardware

    commaai/hardware’s past year of commit activity
    17 9 2 0 Updated Jun 25, 2025
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