Comma Neo Open Source Driver Assistance

Discover the power of, an open-source driver assistance system supporting 200+ car makes and models. Explore challenges, datasets, and job opportunities. Stay updated through our social media channels.

Semrush rank: 1 billion
Location: United States of America
Release time: Oct. 2007


  • openpilot: Experience the capabilities of openpilot, an open-source driver assistance system performing Automated Lane Centering and Adaptive Cruise Control for over 200 car makes and models.
  • public datasets: Access a comprehensive collection of semantically labeled crowd-sourced driving images and 33 hours of driving on California highways. Perfect for developing and validating fused pose estimators and mapping algorithms.
  • panda: Explore the code behind’s panda, a device that allows you to control your car via your phone’s Bluetooth connection.
  • opendbc: Democratize access to car decoder rings, enabling independent exploration and control of your car’s software.

Use Cases:

  • openpilot CTF calibration challenge: Enhance your Python programming skills by participating in the Calibration Challenge, a machine learning and computer vision competition.
  • design challenge: Stay tuned for our upcoming design challenge, encouraging creative designs for openpilot’s user interface. Follow our social media accounts for more details.

Join the community of developers dedicated to improving driver assistance technology with open-source solutions. Explore our website for publicly available tools, datasets, and opportunities to contribute.

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