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Top 8 Python self-driving-car Projects
Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving
Implementation of reinforcement learning approach to make a car learn to drive smoothly in minutes
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ConvNet learns to play Need For SpeedProject mention: [P] DeepForSpeed: A self driving car in Need For Speed Most Wanted with just a single ConvNet to play ( inspired by nvidia ) | reddit.com/r/MachineLearning | 2022-03-19
Solution for Waymo Motion Prediction Challenge 2022. Our implementation of MultiPath++Project mention: Waymo Motion Prediction 2022: 3rd result (May, 26) and Honorable Mention (CVPR2022 Autonomous Driving Workshop) | reddit.com/r/deeplearning | 2022-06-22
👾 Source Code
Reinforcement Learning for real-time applications - host of the TrackMania Roborace LeagueProject mention: New to reinforcement learning. | reddit.com/r/reinforcementlearning | 2022-11-07
Hi, if you are gonna train a deep RL algorithm on a real robot and you are a beginner, I suggest you try out tmrl. This will allow you to try out a readily available algorithm (Soft Actor-Critic) in real-time on a real video-game (TrackMania), as real-world-like proxy for all the concerns you will encounter on real robot, and to rather easily develop your own robot-learning pipeline from there for your own robot. The repo has a huge tutorial exactly for this purpose.
Python implementation of an automatic parallel parking system in a virtual environment, including path planning, path tracking, and parallel parking
Example scripts for the detection of lanes using the ultra fast lane detection model in Pytorch.Project mention: Lane Assist system I've been working on over the past few days. | reddit.com/r/trucksim | 2022-04-23
Then another person made some example scripts and they so happened to have a webcam feature.
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Trajectory Prediction with Local Self-Attentive Contexts for Autonomous Driving (NeurIPS 2020)
Python self-driving-car related posts
AI Learns Mario Kart Wii (Rainbow DQN)
1 project | reddit.com/r/reinforcementlearning | 17 Jul 2022
1 project | reddit.com/r/reinforcementlearning | 1 May 2022
Is replay buffer can remove "done"?
2 projects | reddit.com/r/reinforcementlearning | 1 Apr 2022
[P] DeepForSpeed: A self driving car in Need For Speed Most Wanted with just a single ConvNet to play ( inspired by nvidia )
4 projects | reddit.com/r/MachineLearning | 19 Mar 2022
DeepForSpeed: A self driving car in Need For Speed Most Wanted built with python + pytorch
1 project | reddit.com/r/Python | 19 Mar 2022
why aren't car companies using open pilot to develop their own self driving systems?
2 projects | reddit.com/r/SelfDrivingCars | 30 May 2021
Automatic parallel parking in python based on NumPy and OpenCV!
1 project | reddit.com/r/Python | 16 Mar 2021
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What are some of the best open-source self-driving-car projects in Python? This list will help you: