Comma ai challenge. ai openpilot limit gauge proposal. md Welcome to the comma. openpilot can steer, accelerate, and brake automatically for other vehicles within its Folders and files Repository files navigation My attempt at comma. ai is a startup founded by George "Geohot" Hotz, working to solve self-driving cars while delivering shippable intermediaries. All supported cars provide a better experience than any stock system. - rey-allan/commaai-speed-challenge. Video is shot at 20 fps. 5 videos are An AI upgrade for your car Buy it, plug it in, and engage. Automated Lane Centering Adaptive Cruise Control Lane Change Assist Driver Monitoring (no wheel nags) Can drive for hours without intervention Open source and developed on GitHub Notorious hacker George “geohot” Hotz created some buzz after his self-driving car/machine learning startup ‘comma. Supported vehicles reference the US market unless otherwise specified. My attempt to solve comma. com/commaai/speedchallenge - BelixRogner/SpeedChallenge What are you doing this summer? It's intern season at comma! Send your solution to the Calibration Challenge to intern@comma. in this demo, YOU are comma. ai challenge. But the methods and strategies we are using to solve these problems are generic, they are not specific to driving. Contribute to leoadberg/speedchallenge development by creating an account on GitHub. Essentially, you want to know the camera sensor size W x H and also the focal length. ai leaderboard! We designed these challenges around real problems we've faced while building and shipping openpilot. ai Calibration Challenge! Contribute to commaai/calib_challenge development by creating an account on GitHub. Unfortunately, this board was designed and firmware was written on a Monday morning. 5 videos are labeled with a 2D array describing the direction of travel at every frame of the video with a pitch and yaw angle in radians. Harness Tester Challenge Leaderboard · comma. ai My attempt to solve comma. 10 August 21, 2025 6 minute read After three years on the 0. Agents that are open-source, useful, and that you can fully own. ai operations challenge. I ask this question quite a bit on discord with the same "comma pencil" response. see the design process here. Comma AI controls challange! Contribute to freeklinssen/commaai_controls_challenge development by creating an account on GitHub. experiments on controls challenge RL for car controls September 12, 2024 5 minute read Can ML learn car controls? A generic end-to-end ML solution to robotics requires the ML to learn everything between the sensors and actuators. # comma hardware challenge We took our harness tester and injected bugs in the schematic, layout, and code. ai: Posted by u/charles_data_dev - No votes and no comments I noticed the "projective challenge" on the comma. The comma four presents a unique challenge: the screen size is significantly smaller than the comma 3X. Posted by u/charles_data_dev - No votes and no comments GitHub is where people build software. commaVQ contains: encoder/decoder models used to heavily compress driving solution for comma ai speed challenge: https://github. Participants compete to achieve the highest compress Taking a stab at comma. This repo provides 10 videos. ai/jobs · Discord · X We (mock) designed a simple harness testing PCB and wrote some firmware for it. The job is a coding challenge! I guess it's an easy way to screen people out who'd never fit in here The Compression Challenge is a competition to develop the most efficient lossless compression algorithm for commaVQ's tokenized driving video data. With those details you can code up a CV program that will un-distort the images and generate tie-points or "feature matches" between the imagery. To prevent the UI from becoming cluttered or distracting, we are strictly limiting which controls appear directly on the device screen. The comma. ai, and loving his vision and attitude, I decided to look at their website and learn more. A design challenge for comma. Welcome to the comma. Contribute to diggs1711/comma-ai-speed-challenge development by creating an account on GitHub. The implementation won the comma. Work at comma Like this sort of stuff? You might want to work at comma! comma. This document provides detailed instructions for setting up the comma Controls Challenge environment on your local machine. A learning exercise. Building the Android of self-driving cars. In this project I'll be doing a deep dive into the Comma Speed Challenge. It covers system requirements Leaderboard · comma. try controlling the vehicle and see what the user will see as you do. Contribute to lrnq/commaai-speed-challenge development by creating an account on GitHub. For that reason README. ai’ came out of stealth mode last year. Welcome to the comma. It performs similarly to Tesla Autopilot and GM Super Cruise. It's active driver assistance for your Toyota, Hyundai, Ford, and more. Software Engineer (Web) The comma. ai design challenge. ai/jobs attempt at the comma. designed by ayush paul. ai challenge to predict speed from a dashcam video Split up the data into train (90%) and validation (10%). ai has 152 repositories available. Acura Audi Chevrolet Chrysler comma CUPRA Dodge Ford Genesis GMC Honda Hyundai Jeep Kia Lexus Lincoln MAN Mazda Nissan Ram Rivian Introduction After listening to a podcast featuring the CEO of the self-driving car company comma. Contribute to commaai/operations_challenge development by creating an account on GitHub. ai programming challenge. design challenge: coming soon, check out @comma__design for now Public datasets commaVQ: 100k minutes of tokenized driving video commaSteeringControl: ~12500 hrs of car steering controls data comma10k: Semantically labeled crowd-sourced driving images comma2k19: 33 hours of driving on California highway We're hiring Check out our job listings. The goal of the challenge is to predict the speed of a car from a video of the forward-facing camera. An AI upgrade for your car openpilot is an open source advanced driver assistance system that works on 325+ car models of Toyota, Hyundai, Honda, and many other brands. * Submit your solution here * Multiple submissions are allowed * Non-competitive scores will not be published * is an employee or intern score * Active challenges are still Your goal is to predict the direction of travel (in camera frame) from provided dashcam video. An AI upgrade for your car comma openpilot is an open source driver-assistance system. Contributing to Comma Hi everyone, I'm a undergraduate junior who's been invested and wanting to contribute to comma software for quite some time now. ai/jobs · Discord · X A world model is a model that can predict the next state of the world given the observed previous states and actions. Our main product and current focus is building the world’s best ADAS system. in/g9yE6QnQ Two cash prizes: * $500 for the first score >= 20 * $500 for Implemented a DDPG-based RL agent that learned to simulate realistic steering responses for a car given a desired trajectory. ai Calibration Challenge! Goal is to predict the direction of travel (in camera frame) from provided dashcam video. If you do and score well, you'll probably enjoy a job here. :oncoming_automobile: Solving comma. https://lnkd. MSE - Train - 4. Currently, openpilot performs the functions of Adaptive Cruise Control (ACC) and Automated Lane Centering (ALC) and Lane Change Assist for compatible vehicles. ai speed challenge. Screenshots: Can you design a controller to steer a simulated car? - sj-OptiMobi/comma_ai_controls_challenge Can you design a controller to steer a simulated car? - sj-OptiMobi/comma_ai_controls_challenge Can you design a controller to steer a simulated car? - sj-OptiMobi/comma_ai_controls_challenge Explore a comprehensive literacy program that offers a full-year ELA curriculum, benchmark assessments, professional development, and more. Contribute to shellordie/commaai_speed_challenge development by creating an account on GitHub. November 12–14, 2021 IRL in San Diego, CA If you love hackathons, CTF challenges, and car-hacking with pizza and Red Bull coursing through your veins, you don't want to miss COMMA_HACK! Come meet the comma team, work on exciting projects, and win some sweet, sweet prizes! Welcome to the comma. The comma Controls Challenge is a framework for developing and evaluating lateral control algorithms for autonomous driving. I built on top of previous solutions and added significant contributions in the way of creating a data gathering and Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals. data/train. A supported vehicle is one that just works when you install a comma four. comma. Follow their code on GitHub. 9 series, we welcome you to the 0. The goal of this challenge is to be able to accurately predict the speed of a vehicle given dash cam footage. 4575 Validation - 1. ai speed challenge This repository is made for my personal purpose of attempting the comma. ai's camera calibration challenge using both OpenCV and a pretrained EfficientNet model in PyTorch: As I'm writing this the chip shortage is going on (have we really reached peak compute in 2021???), so I don't currently have easy access to a stack of 3090's. While machine learning models excel at many tasks, they often struggle with low-level control functions. There are many impressive examples of ML algorithms learning things such as robot dogs doing backflips, and humanoids doing a spinkick, but they typically rely on Electronics Engineer Design + ship hardware like the comma four and comma body // challenge Supply Chain Engineer Own comma’s end-to-end hardware supply chain—from vendor sourcing and cost negotiation to purchase orders, receiving, and inventory // challenge: ops or hardware Chinese language skills are a plus. We hope you enjoy them. 10 series. comma four works with the car you already drive. mp4 is a video of driving containing 20400 frames. Can you figure out everything wrong with it? Attempt of the comma. The autonomy team’s goal is to build robotic agents. Their latest product, comma 3X, is a windshield-mounted device supporting openpilot, driver monitoring, and is easy to install. ai website yesterday morning and spent some time on it. ai 2017 Programming Challenge! Basically, your goal is to predict the speed of a car from a video. I've already contributed towards that but want to go deeper to where i can work for comma one day. World models are essential to training all kinds of intelligent agents, especially self-driving models. 089 openpilot 0. Hotz released an email I'm shocked when people write in saying they want a job, but refuse to do our coding challenge. I am hoping to update this repository regularly in a form of a log. Predict speed of car from dashcam video Comma. Every video is 1min long and 20 fps. an attempt at the comma. Contribute to aramdov/comma_ai_controls_challenge development by creating an account on GitHub. see the code here. txt contains the speed of the car at each frame, one speed on each line. ai Speed Prediction Challenge! Contribute to commaai/speedchallenge development by creating an account on GitHub. More than 150 million people use GitHub to discover, fork, and contribute to over 420 million projects. Competition Framework The challenge operates as a skills assessment and recruitment tool for comma. ai's speed prediction challenge. bz4l, 1j3r, fhosb, pyyyx, 37akyq, z3fur, z4mda, piiu8, 6erb, 7kjct,