Self Driving VehicleSimulation of self-driving vehicles in Unity. This is also an implementation of the Hybrid A* pathfinding algorithm which is useful if you are interested in pathfinding for vehicles.
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Awesome Carla 👉 CARLA resources such as tutorial, blog, code and etc https://github.com/carla-simulator/carla
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CarlaOpen-source simulator for autonomous driving research.
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AirsimOpen source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
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SimulatorA ROS/ROS2 Multi-robot Simulator for Autonomous Vehicles
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highway-path-planningMy path-planning pipeline to navigate a car safely around a virtual highway with other traffic.
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Fusion UkfAn unscented Kalman Filter implementation for fusing lidar and radar sensor measurements.
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Advanced Lane DetectionAn advanced lane-finding algorithm using distortion correction, image rectification, color transforms, and gradient thresholding.
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MultiagenttorcsThe multi-agent version of TORCS for developing control algorithms for fully autonomous driving in the cluttered, multi-agent settings of everyday life.
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tf-semantic-segmentation-FCN-VGG16Semantic segmentation for classifying road. "Fully Convolutional Networks for Semantic Segmentation (2015)" implemented using TF
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Visualizing-lidar-dataVisualizing lidar data using Uber Autonomous Visualization System (AVS) and Jupyter Notebook Application
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dig-into-apolloApollo notes (Apollo学习笔记) - Apollo learning notes for beginners.
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SelfDrivingRCCarAutonomous RC Car using Neural Networks, Python and Open CV
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mpcA software pipeline using the Model Predictive Control method to drive a car around a virtual track.
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road-simulator🛣️ Easy-to-use road simulator for little self-driving cars
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airsim rosAirSim ROS packages: modified ros wrapper for airsim, and some vslam related tools. (Mainly focused on Car SimMode)
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Waymo Kitti AdapterA tool converting Waymo dataset format to Kitti dataset format.
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Vehicle DetectionVehicle detection using machine learning and computer vision techniques for Udacity's Self-Driving Car Engineer Nanodegree.
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WebotsWebots Robot Simulator
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learning-to-drive-in-5-minutesImplementation of reinforcement learning approach to make a car learn to drive smoothly in minutes
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WIMP[arXiv] What-If Motion Prediction for Autonomous Driving ❓🚗💨
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Apollo perception rosObject detection / tracking / fusion based on Apollo r3.0.0 perception module in ROS
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VirtualhomeAPI to run VirtualHome, a Multi-Agent Household Simulator
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Awesome-Self-Drivingan awesome list of self-driving algorithms, software, tools
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Rtm3dUnofficial PyTorch implementation of "RTM3D: Real-time Monocular 3D Detection from Object Keypoints for Autonomous Driving" (ECCV 2020)
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ApolloAn open autonomous driving platform
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community-projectsWebots projects (PROTO files, controllers, simulation worlds, etc.) contributed by the community.
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self-driving-carImplementation of the paper "End to End Learning for Self-Driving Cars"
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simobilitysimobility - light-weight mobility simulation framework. Best for quick prototyping
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Monocular-Vehicle-LocalizationEstimating the orientation and the relative dimensions of vehicles by producing a 3d bounding frame
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self-driving-car-ndUdacity's Self-Driving Car Nanodegree project files and notes.
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BtcDetBehind the Curtain: Learning Occluded Shapes for 3D Object Detection
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Auto-Birds-EyeBird's eye/Top Down view generation and mapping with deep learning.
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MetacarA reinforcement learning environment for self-driving cars in the browser.
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Self-Driving-Car-NanoDegree-UdacityThis repository contains code and writeups for projects and labs completed as a part of UDACITY's first of it's kind self driving car nanodegree program.
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fusion-ekfAn extended Kalman Filter implementation in C++ for fusing lidar and radar sensor measurements.
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erdosDataflow system for building self-driving car and robotics applications.
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Dig Into ApolloApollo notes (Apollo学习笔记) - Apollo learning notes for beginners.
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Rc car rosROS package to control an autonomous RC vehicle based on Raspberry Pi3
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Packedrgbmshader32-bit packed color format with RGBM encoding for shader use
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