laser_line_extraction
carla
| laser_line_extraction | carla | |
|---|---|---|
| 1 | 22 | |
| 376 | 10,516 | |
| - | 1.6% | |
| 0.0 | 9.4 | |
| over 1 year ago | 3 days ago | |
| C++ | C++ | |
| BSD 3-clause "New" or "Revised" License | MIT License |
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Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
laser_line_extraction
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2D LiDAR based Docking
In our previous project we did something very similar and we used laser_line_extraction package to get straight lines from the scans. It will give you the polar parametrizations of the line and the starting and ending points, so it shouldn't be difficult to get a goal pose and control the vehicle towards it.
carla
- Tesla braces for its first trial involving Autopilot fatality
- Mediocre Arduino Coder here: is there anyone that can offer their expertise on a virtual autonomous car project?
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Best Self Driving Cars Projects.
It sounds like you're looking for something like the CARLA simulator.
- 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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Can someone build carla RL env for centOS for me?
carla env
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Car simulation RL environment - Carla centOS build
Link to carla
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Best way to simulate and train VSLAM based robot in virtual environments?
There are a few ways you could go with this. A fun recent trend has been to make simulators in the unreal engine for photorealistic training. If you wanted to spend your whole project on the simulator part you could make your own environment, but I highly recommend using an open-source sim package. If you don't care too much about photorealism, you could use gazebo just fine. I've also made small visual worlds in blender, then simulated with RVIZ. Here's a good one with a focus on aerial robotics: https://theairlab.org/tartanair-dataset/ You could also give CARLA a spin for autonomous vehicles: https://carla.org/
- Open-source simulator for autonomous driving research
What are some alternatives?
ros2_laser_scan_matcher - Laser scan matcher ported to ROS2
AirSim - Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
ardupilot - ArduPlane, ArduCopter, ArduRover, ArduSub source
simulator - A ROS/ROS2 Multi-robot Simulator for Autonomous Vehicles
PX4-Autopilot - PX4 Autopilot Software
openpilot - openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for 250+ supported car makes and models.
apollo - An open autonomous driving platform
webots - Webots Robot Simulator
gym - A toolkit for developing and comparing reinforcement learning algorithms.
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
apollo - 🚀 Apollo/GraphQL integration for VueJS