openpilot
carla
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openpilot | carla | |
---|---|---|
838 | 22 | |
47,150 | 10,347 | |
2.0% | 2.1% | |
10.0 | 8.3 | |
1 day ago | 4 days ago | |
Python | C++ | |
MIT License | GNU General Public License v3.0 or later |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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openpilot
- I need some help understanding video uploads.
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Thomas Massie Failed to Stop "Kill Switch" Mandate That Could Disable Vehicles
Indeed. Comma.ai [1] does this [2] in a very open way.
Unfortunately existing manufacturers are unlikely to implement this in a complete local-first way.
[1] https://comma.ai
[2] https://github.com/commaai/openpilot/blob/master/selfdrive/m...
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Ask HN: Who is hiring? (November 2023)
See our open source driving agent on GitHub: https://github.com/commaai/openpilot
- Beginners Guide: Subaru Vehicles with Eyesight
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cv.c: experimental computer library in C; A Robot's guide to seeing the world -- introductory guide to CV
Hello! I was absolutely enthralled by Computer Vision when I came across some of Geohotz's streams about developing Comma.ai (a self-driving company) and I decided to delve into Computer Vision about a week back. I began by working on Aadv1k/cv.c which was meant to "imitate" OpenCV, as the phrasing goes "You Learn by building" I would be lying if I said this program is decent, it is not. I havent optimized much of it and this is like my 3rd C project :P Here is what all I got working (I will continue work on this), the only dependency here is STB * Smoothing * Gaussian blur * Median filter * Bilateral Filter * Box Filter * Edge detection * Unsharp mask * Laplacian Filter (Difference of Gaussian) * Sobel operator * Color * Greyscale * Thresholding * Global * Otsu's Method
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Can I use my Galaxy S10+ with my 2016 CR-V to run Flowpilot?
1.) Will this system work with my car? 2016 CR-Vs show up under the list of cars, but it says touring trim and I do not have the touring trim. I have found resources that state that any trim will still work with this and I am wondering if my car still has the actuators or ability to work with these systems.
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2020 Sierra/GMC CAN ids
Finally, worse comes to worse, manually extracting the DBC and parsing it using Cabana.
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Best Setup for Remote Control?
It's probably best you search for the Retropilot Discord. This is beyond what the normal comma.ai people or community try to do.
- If you have a Comma Three and a 2023 Corolla or 2023 Prius, comma is looking for testers for a "Toyota B Harness"
carla
- What good Autonomous Driving simulators for research?
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Importing map from google maps
If you are looking for a different simulator, I would suggest using (Carla)[https://carla.org/] with ROS bridge and it also has an inbuilt support for OSM which worked flawlessly (you have to install it from source to get the OSM plugin).
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[D] Doing my (bachelor) thesis on RL. Which topic do you like best?
(3) I would suggest you use CARLA or TORCS for self-driving cars in RL as they are common test beds.
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Currently writing out a plan for an RL based path-planning project. (I'm doing it for my Smart Vehicles course in my Master's Degree) Don't have much domain knowledge atm but looking for some advice on how to approach the problem?
Carla: https://github.com/carla-simulator/carla
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8+ Reinforcement Learning Project Ideas
CARLA
- [R] CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms
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Is it possible to train a self driving car on google colab?
I've been trying for a while now and I started thinking it may not be possible. If anyone has managed to train a self-driving car simulator using openai gym on google colab(preferably), or on any remote server (AWS, GCP, ...) please let me know. So far, I tried carla, airsim, svl, deepdrive and they are all equally useless unless run locally with a gui. I'd really appreciate if someone suggests some way that actually can make it possible.
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What is the best source to learn how to build a self-driving car from scratch?
If you're more on the simulation side, you can do it with CARLA: http://carla.org/ You can add almost any sensor type there, create your pipeline, even use Openpilot from Comma ai.
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Made a selfDrivingCar recently.
Great work! For more data acquisition (perhaps will help the domain gap) you can look into CARLA: https://carla.org
What are some alternatives?
sunnypilot - sunnypilot is a fork of comma.ai's openpilot, an open source driver assistance system. sunnypilot offers the user a unique driving experience for over 260 supported car makes and models with modified behaviors of driving assist engagements. sunnypilot complies with comma.ai's safety rules as accurately as possible.
AirSim - Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
simulator - A ROS/ROS2 Multi-robot Simulator for Autonomous Vehicles
opendbc - democratize access to car decoder rings
apollo - An open autonomous driving platform
webots - Webots Robot Simulator
dragonpilot - dragonpilot - 基於 openpilot 的開源駕駛輔助系統
gym - A toolkit for developing and comparing reinforcement learning algorithms.
label-studio - Label Studio is a multi-type data labeling and annotation tool with standardized output format
netron - Visualizer for neural network, deep learning and machine learning models
ml-agents - The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.
deepdrive - Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving