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@commaai

comma.ai

Make driving chill
README.md

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 275+ supported cars.

    Python 52.8k 9.5k

  2. opendbc opendbc Public

    a Python API for your car

    Python 2.2k 1.3k

  3. controls_challenge controls_challenge Public

    Can you design a controller to steer a simulated car?

    Python 219 146

  4. hardware hardware Public

    the home for all comma.ai hardware

    5 3

  5. panda panda Public

    code powering the comma.ai panda

    C 1.6k 811

  6. comma2k19 comma2k19 Public

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

    Jupyter Notebook 584 120

Repositories

Showing 10 of 140 repositories
  • openpilot Public

    openpilot is an operating system for robotics. Currently, it upgrades the driver assistance system on 275+ supported cars.

    commaai/openpilot’s past year of commit activity
    Python 52,809 MIT 9,508 116 (9 issues need help) 19 Updated Mar 6, 2025
  • gnss-data Public
    commaai/gnss-data’s past year of commit activity
    Shell 12 8 0 0 Updated Mar 6, 2025
  • ci-artifacts Public
    commaai/ci-artifacts’s past year of commit activity
    0 3 0 0 Updated Mar 6, 2025
  • openpilot-docs Public

    source for docs.comma.ai

    commaai/openpilot-docs’s past year of commit activity
    3 4 0 0 Updated Mar 6, 2025
  • opendbc Public

    a Python API for your car

    commaai/opendbc’s past year of commit activity
    Python 2,167 MIT 1,290 144 (2 issues need help) 96 Updated Mar 6, 2025
  • website Public
    commaai/website’s past year of commit activity
    Svelte 4 3 6 3 Updated Mar 6, 2025
  • qdl.js Public
    commaai/qdl.js’s past year of commit activity
    JavaScript 3 2 2 2 Updated Mar 6, 2025
  • panda Public

    code powering the comma.ai panda

    commaai/panda’s past year of commit activity
    C 1,566 MIT 811 59 7 Updated Mar 6, 2025
  • new-connect Public

    manage your openpilot experience

    commaai/new-connect’s past year of commit activity
    TypeScript 17 MIT 45 14 18 Updated Mar 5, 2025
  • tinygrad Public Forked from tinygrad/tinygrad

    You like pytorch? You like micrograd? You love tinygrad! ❤️

    commaai/tinygrad’s past year of commit activity
    Python 8 MIT 3,683 0 1 Updated Mar 5, 2025
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