urban road filterReal-time LIDAR-based Urban Road and Sidewalk detection for Autonomous Vehicles 🚗
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Awesome Robotic ToolingTooling for professional robotic development in C++ and Python with a touch of ROS, autonomous driving and aerospace.
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OpenMaterial3D model exchange format with physical material properties for virtual development, test and validation of automated driving.
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FusionADAn open source autonomous driving stack by San Jose State University Autonomous Driving Team
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Hdl localizationReal-time 3D localization using a (velodyne) 3D LIDAR
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Depth clustering🚕 Fast and robust clustering of point clouds generated with a Velodyne sensor.
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direct lidar odometryDirect LiDAR Odometry: Fast Localization with Dense Point Clouds
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2019-UGRP-DPoom2019 DGIST DPoom project under UGRP : SBC and RGB-D camera based full autonomous driving system for mobile robot with indoor SLAM
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Loam velodyneLaser Odometry and Mapping (Loam) is a realtime method for state estimation and mapping using a 3D lidar.
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Lidar camera calibrationLight-weight camera LiDAR calibration package for ROS using OpenCV and PCL (PnP + LM optimization)
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PyLidar3PyLidar3 is python 3 package to get data from Lidar devices from various manufacturers.
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Carma PlatformCARMA Platform is built on robot operating system (ROS) and utilizes open source software (OSS) that enables Cooperative Driving Automation (CDA) features to allow Automated Driving Systems to interact and cooperate with infrastructure and other vehicles through communication.
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Autonomous drivingRos package for basic autonomous lane tracking and object detection
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awesome-lidar😎 Awesome LIDAR list. The list includes LIDAR manufacturers, datasets, point cloud-processing algorithms, point cloud frameworks and simulators.
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BtcDetBehind the Curtain: Learning Occluded Shapes for 3D Object Detection
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lidar body trackingROS Catkin package to track people using octree and cluster extraction
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Lidar camera calibrationROS package to find a rigid-body transformation between a LiDAR and a camera for "LiDAR-Camera Calibration using 3D-3D Point correspondences"
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Tianbot racecarDISCONTINUED - MIGRATED TO TIANRACER - A Low cost Autonomous Driving Car Educational and Competition Kit
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Utbm robocar datasetEU Long-term Dataset with Multiple Sensors for Autonomous Driving
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Lego LoamLeGO-LOAM: Lightweight and Ground-Optimized Lidar Odometry and Mapping on Variable Terrain
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3D Ground SegmentationA ground segmentation algorithm for 3D point clouds based on the work described in “Fast segmentation of 3D point clouds: a paradigm on LIDAR data for Autonomous Vehicle Applications”, D. Zermas, I. Izzat and N. Papanikolopoulos, 2017. Distinguish between road and non-road points. Road surface extraction. Plane fit ground filter
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GndNetGndNet: Fast ground plane estimation and point cloud segmentation for autonomous vehicles using deep neural networks.
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conde simulatorAutonomous Driving Simulator for the Portuguese Robotics Open
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Cherry Autonomous RacecarImplementation of the CNN from End to End Learning for Self-Driving Cars on a Nvidia Jetson TX1 using Tensorflow and ROS
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CarlaOpen-source simulator for autonomous driving research.
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ar-tu-doROS & Gazebo project for 1/10th scale self-driving race cars
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Apollo PlatformCollections of Apollo Platform Software
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lidar-sync-mimics-gpsOpen-Source LiDAR Time Synchronization System by Mimicking GPS-clock
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AutorallySoftware for the AutoRally platform
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opendlvOpenDLV - A modern microservice-based software ecosystem powered by libcluon to make vehicles autonomous.
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OpensimplelidarOpen Source scanning laser rangefinder
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Interactive slamInteractive Map Correction for 3D Graph SLAM
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Jetson CarAutonomous Racing Car using NVIDIA Jetson TX2 using end-to-end driving approach. Paper: https://arxiv.org/abs/1604.07316
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FLAT[ICCV2021 Oral] Fooling LiDAR by Attacking GPS Trajectory
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terarangerRos nodes for single TeraRanger sensors
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lidar-busterCollection of Python snippets for processing LiDAR point cloud.
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gpsCalibrationGPS calibration using points cloud slam and other sensors
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onineROS based service robot
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PROBOT AnnoROS Packages for PROBOT Anno.
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ur wsUniversal robot with robotiq hand workspace
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urdf-rsURDF parser using serde-xml-rs for rust
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hatchery🐣 An IDE for building ROS applications
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godelROS-Industrial Focused Technical Project: Robotic Blending
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point-cloud-clustersA catkin workspace in ROS which uses DBSCAN to identify which points in a point cloud belong to the same object.
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Robotics-Object-Pose-EstimationA complete end-to-end demonstration in which we collect training data in Unity and use that data to train a deep neural network to predict the pose of a cube. This model is then deployed in a simulated robotic pick-and-place task.
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harosH(igh) A(ssurance) ROS - Static analysis of ROS application code.
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lane-detectionLane detection MATLAB code for Kalman Filter book chapter: Lane Detection
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