awesome-robotic-tooling

Robotics toolkit

A curated list of tools and resources for professional robotic development in C++ and Python

Tooling for professional robotic development in C++ and Python with a touch of ROS, autonomous driving and aerospace.

GitHub

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aerospaceartificial-intelligenceautomotiveautonomous-drivingawesomeawesome-listcpluspluscpplidarmachine-learningmappingpoint-cloudpythonrobotroboticroboticsrosros2self-driving-carslam

Awesome Robotic Tooling / Communication and Coordination

Agile Development Manifesto for Agile Software Development
Gitflow 26,651 9 months ago Makes parallel development very easy, by isolating new development from finished work
DeepL 61 over 5 years ago An online translator that outperforms Google, Microsoft and Facebook
Taiga 288 about 4 years ago Agile Projectmanagment Tool
Kanboard 8,514 11 days ago Minimalistic Kanban Board
kanban Free, open source, self-hosted, Kanban board for GitLab issues
Gitlab 7,904 7 days ago Simple Selfhosted Gitlab Server with Docker
Gogs 45,084 12 days ago Build a simple, stable and extensible self-hosted Git service that can be setup in the most painless way
Wekan 19,610 6 days ago Meteor based Kanban Board
JIRA API 1,959 10 days ago Python Library for REST API of Jira
Taiga API 96 10 days ago Python Library for REST API of Taiga
Chronos-Timetracker 299 about 1 year ago Desktop client for JIRA. Track time, upload worklogs without a hassle
Grge Grge is a daemon and command line utility augmenting GitLab
gitlab-triage Gitlab's issues and merge requests triage, automated
Helpy 2,373 over 1 year ago A modern, open source helpdesk customer support application
ONLYOFFICE 2,744 about 1 month ago A free open source collaborative system developed to manage documents, projects, customer relationship and email correspondence, all in one place
discourse 42,337 4 days ago A platform for community discussion. Free, open, simple
Gerrit A code review and project management tool for Git based projects
jitsi-meet 23,246 6 days ago Secure, Simple and Scalable Video Conferences that you use as a standalone app or embed in your web application
mattermost 30,709 4 days ago An open source, private cloud, Slack-alternative
openproject 9,449 4 days ago The leading open source project management software
leantime 4,594 4 days ago Leantime is a lean project management system for innovators
gitter Gitter is a chat and networking platform that helps to manage, grow and connect communities through messaging, content and discovery

Awesome Robotic Tooling / Documentation and Presentation

Typora A Minimalist Markdown Editor
Markor 3,836 6 days ago A Simple Markdown Editor for your Android Device
Pandoc 34,706 6 days ago Universal markup converter
Yaspeller 643 7 months ago Command line tool for spell checking
ReadtheDocs Build your local ReadtheDocs Server
Doxygen 5,685 4 days ago Doxygen is the de facto standard tool for generating documentation from annotated C++ sources
Sphinx 6,586 6 days ago A tool that makes it easy to create intelligent and beautiful documentation for Python projects
Word-to-Markdown 1,471 6 months ago A ruby gem to liberate content from Microsoft Word document
paperless 7,855 over 3 years ago Index and archive all of your scanned paper documents
carbon 34,626 4 months ago Share beautiful images of your source code
undraw Free Professional business SVGs easy to customize
asciinema 14,219 9 days ago Lets you easily record terminal sessions and replay them in a terminal as well as in a web browser
inkscape Inkscape is a professional vector graphics editor for Linux, Windows and macOS
Reveal-Hugo 689 22 days ago A Hugo theme for Reveal.js that makes authoring and customization a breeze. With it, you can turn any properly-formatted Hugo content into a HTML presentation
Hugo-Webslides 128 over 2 years ago This is a Hugo template to create WebSlides presentation using markdown
jupyter2slides 794 about 5 years ago Cloud Native Presentation Slides with Jupyter Notebook + Reveal.js
patat 2,450 19 days ago Terminal-based presentations using Pandoc
github-changelog-generator 7,395 23 days ago Automatically generate change log from your tags, issues, labels and pull requests on GitHub
GitLab-Release-Note-Generator 99 almost 2 years ago A Gitlab release note generator that generates release note on latest tag
OCRmyPDF 14,140 4 days ago Adds an OCR text layer to scanned PDF files, allowing them to be searched
papermill 5,973 about 2 months ago A tool for parameterizing, executing, and analyzing Jupyter Notebooks
docsy 472 13 days ago An example documentation site using the Docsy Hugo theme
actions-hugo Deploy website based on Hugo to GitHub Pages
overleaf 14,127 6 days ago An open-source online real-time collaborative LaTeX editor
landslide 2,090 11 months ago Generate HTML5 slideshows from markdown, ReST, or textile
libreoffice-impress-templates 352 almost 5 years ago Freely-licensed LibreOffice Impress templates
opensourcedesign Community and Resources for Free Design and Logo Creation
olive A free non-linear video editor aiming to provide a fully-featured alternative to high-end professional video editing software
buku 6,521 13 days ago Browser-independent bookmark manager
swiftlatex A WYSIWYG Browser-based LaTeX Editor
ReLaXed 11,807 about 2 years ago Allows complex PDF layouts to be defined with CSS and JavaScript, while writing the content in a friendly, minimal syntax close to Markdown or LaTeX
foam 15,471 9 days ago Foam is a personal knowledge management and sharing system inspired by Roam Research, built on Visual Studio Code and GitHub
CodiMD 5,225 6 days ago Open Source Online Real-time collaborate on team documentation in markdown
jupyter-book 3,863 6 days ago Build interactive, publication-quality documents from Jupyter Notebooks
InvoiceNet 2,511 7 months ago Deep neural network to extract intelligent information from invoice documents
tesseract 62,363 10 days ago Open Source OCR Engine
mkdocs 19,427 15 days ago A fast, simple and downright gorgeous static site generator that's geared towards building project documentation
PlotNeuralNet 22,178 about 1 year ago Latex code for drawing neural networks for reports and presentation
Excalidraw 84,974 6 days ago Virtual whiteboard for sketching hand-drawn like diagrams
SVGrepo Download free SVG Vectors for commercial use
gollum 13,844 2 months ago A simple, Git-powered wiki with a sweet API and local frontend
GanttLab The easy to use, fully functional Gantt chart for GitLab and GitHub
Zotero 10,425 6 days ago A free, easy-to-use tool to help you collect, organize, cite, and share your research sources

Awesome Robotic Tooling / Requirements and Safety

awesome-safety-critical 1,538 7 months ago List of resources about programming practices for writing safety-critical software
open-autonomous-safety 179 over 6 years ago OAS is a fully open-source library of Voyage's safety processes and testing procedures, designed to supplement existing safety programs at self-driving car startups across the world
CarND-Functional-Safety-Project 83 over 2 years ago Create functional safety documents in this Udacity project
Automated Valet Parking Safety Documents Created to support the safe testing of the Automated Valet Parking function using the StreetDrone test vehicle in a car park
safe_numerics 210 6 days ago Replacements to standard numeric types which throw exceptions on errors
Air Vehicle C++ development coding standards Provide direction and guidance to C++ programmers that will enable them to employ good programming style and proven programming practices leading to safe, reliable, testable, and maintainable code
AUTOSAR Coding Standard Guidelines for the use of the C++14 language in critical and safety-related system
The W-Model and Lean Scaled Agility for Engineering Ford applied an agile V-Model method from Vector that can be used in safety related project management
doorstop 479 23 days ago Requirements management using version control
capella Comprehensive, extensible and field-proven MBSE tool and method to successfully design systems architecture
robmosys RobMoSys envisions an integrated approach built on top of the current code-centric robotic platforms, by applying model-driven methods and tools
Papyrus for Robotics A graphical editing tool for robotic applications that complies with the RobMoSys approach
fossology 798 7 days ago A toolkit you can run license, copyright and export control scans from the command line
ScenarioArchitect 35 5 months ago The Scenario Architect is a basic python tool to generate, import and export short scene snapshots

Awesome Robotic Tooling / Architecture and Design

Guidelines 100 over 4 years ago How to architect ROS-based systems
yEd A powerful desktop application that can be used to quickly and effectively generate high-quality diagrams
yed_py 57 over 5 years ago Generates graphML that can be opened in yEd
Plantuml 1,676 5 days ago Web application to generate UML diagrams on-the-fly in your live documentation
rqt_graph Provides a GUI plugin for visualizing the ROS computation graph
rqt_launchtree 47 over 2 years ago An RQT plugin for hierarchical launchfile configuration introspection
cpp-dependencies 745 about 1 year ago Tool to check C++ #include dependencies (dependency graphs created in .dot format)
pydeps 1,795 about 1 month ago Python Module Dependency graphs
aztarna 90 about 4 years ago A footprinting tool for robots
draw.io A free online diagram software for making flowcharts, process diagrams, org charts, UML, ER and network diagrams
vscode-drawio 9,128 6 months ago This extension integrates Draw.io into VS Code
Architecture_Decision_Record 12,307 3 months ago A document that captures an important architectural decision made along with its context and consequences

Awesome Robotic Tooling / Frameworks and Stacks

ROS (Robot Operating System) provides libraries and tools to help software developers create robot applications
awesome-ros2 1,703 over 1 year ago A curated list of awesome Robot Operating System Version 2.0 (ROS 2) resources and libraries
Autoware.Auto Autoware.Auto applies best-in-class software engineering for autonomous driving
Autoware.ai Autoware.AI is the world's first "All-in-One" open-source software for autonomous driving technology
OpenPilot 49,920 5 days ago Open Source Adaptive Cruise Control (ACC) and Lane Keeping Assist System (LKAS)
Apollo 25,218 10 days ago High performance, flexible architecture which accelerates the development, testing, and deployment of Autonomous Vehicles
PythonRobotics 23,420 8 days ago This is a Python code collection of robotics algorithms, especially for autonomous navigation
Stanford Self Driving Car Code Stanford Code From Cars That Entered DARPA Grand Challenges
astrobee 1,064 24 days ago Astrobee is a free-flying robot designed to operate as a payload inside the International Space Station (ISS)
CARMAPlatform 404 6 days ago Enables cooperative automated driving plug-in
Automotive Grade Linux Automotive Grade Linux is a collaborative open source project that is bringing together automakers, suppliers and technology companies to accelerate the development and adoption of a fully open software stack for the connected car
PX4 8,535 3 days ago An open source flight control software for drones and other unmanned vehicles
KubOS 315 over 1 year ago An open-source software stack for satellites
mod_vehicle_dynamics_control 244 over 2 years ago TUM Roborace Team Software Stack - Path tracking control, velocity control, curvature control and state estimation
Aslan 273 almost 3 years ago Open source self-driving software for low speed environments
open-source-rover 8,612 about 1 month ago A build-it-yourself, 6-wheel rover based on the rovers on Mars from JPL
pybotics 340 about 1 month ago An open-source and peer-reviewed Python toolbox for robot kinematics and calibration
makani 1,178 about 3 years ago Contains the working Makani flight simulator, controller (autopilot), visualizer, and command center flight monitoring tools
mir_robot 237 9 days ago This is a community project to use the MiR Robots with ROS
COMPAS 109 13 days ago Robotic fabrication package for the COMPAS Framework
JdeRobot Academy 317 4 days ago JdeRobot Academy is an open source collection of exercises to learn robotics in a practical way
clover 416 17 days ago ROS-based framework and RPi image to control PX4-powered drones
ArduPilot 11,014 6 days ago Open source control software for autonomous vehicles - copters/planes/rovers/boats/submersibles
F Prime 10,097 7 days ago A component-driven framework that enables rapid development and deployment of spaceflight and other embedded software applications

Awesome Robotic Tooling / Development Environment / Code and Run

Vim-ros 132 4 months ago Vim plugin for ROS development
Visual Studio Code 164,461 4 days ago Code editor for edit-build-debug cycle
atom 60,242 almost 2 years ago Hackable text editor for the 21st century
Teletype 2,408 over 1 year ago Share your workspace with team members and collaborate on code in real time in Atom
Sublime A sophisticated text editor for code, markup and prose
ade-cli The ADE Development Environment (ADE) uses docker and Gitlab to manage environments of per project development tools and optional volume images
recipe-wizard 40 over 1 year ago A Dockerfile generator for running OpenGL (GLX) applications with nvidia-docker2, CUDA, ROS, and Gazebo on a remote headless server system
Jupyter ROS 591 2 months ago Jupyter widget helpers for ROS, the Robot Operating System
ros_rqt_plugin 401 13 days ago The ROS Qt Creator Plug-in for Python
xeus-cling 3,099 7 months ago Jupyter kernel for the C++ programming language
ROS IDEs This page collects experience and advice on using integrated development environments (IDEs) with ROS
TabNine 10,637 5 months ago The all-language autocompleter
kite Use machine learning to give you useful code completions for Python
jedi 5,807 10 days ago Autocompletion and static analysis library for python
roslibpy 280 27 days ago Python ROS Bridge library allows to use Python and IronPython to interact with ROS, the open-source robotic middleware
pybind11 15,766 7 days ago Seamless operability between C++11 and Python
Sourcetrail 14,937 almost 3 years ago Free and open-source cross-platform source explorer
rebound 4,106 almost 3 years ago Command-line tool that instantly fetches Stack Overflow results when an exception is thrown
mybinder Open notebooks in an executable environment, making your code immediately reproducible by anyone, anywhere
ROSOnWindows An experimental release of ROS1 for Windows
live-share 2,277 6 months ago Real-time collaborative development from the comfort of your favorite tools
cocalc 1,170 3 days ago Collaborative Calculation in the Cloud
EasyClangComplete 575 over 2 years ago Robust C/C++ code completion for Sublime Text 3
vscode-ros 409 4 months ago Visual Studio Code extension for Robot Operating System (ROS) development
awesome-hpp 3,517 4 months ago A curated list of awesome header-only C++ libraries
Gitpod 12,986 5 days ago An open source developer platform that automates the provisioning of ready-to-code development environments

Awesome Robotic Tooling / Development Environment / Template

ROS 1,511 almost 3 years ago Template for ROS node standardization in C++
Launch Templates on how to create launch files for larger projects
Bash 929 3 months ago A bash scripting template incorporating best practices & several useful functions
URDF Examples on how to create Unified Robot Description Format (URDF) for different kinds of robots
Python Style guide to be followed in writing Python code for ROS
Docker The Dockerfile in the minimal-ade project shows a minimal example of how to create a custom base image
VS Code ROS2 Workspace Template 856 28 days ago Template for using VSCode as an IDE for ROS2 development

Awesome Robotic Tooling / Development Environment / Build and Deploy

qemu-user-static 2,463 5 months ago Enable an execution of different multi-architecture containers by QEMU and binfmt_misc
Cross compile ROS 2 on QNX Introduces how to cross compile ROS 2 on QNX
bloom 58 3 months ago A release automation tool which makes releasing catkin packages easier
superflore 52 8 months ago An extended platform release manager for Robot Operating System
catkin_tools 164 11 months ago Command line tools for working with catkin
industrial_ci 248 about 1 month ago Easy continuous integration repository for ROS repositories
ros_gitlab_ci Contains helper scripts and instructions on how to use Continuous Integration (CI) for ROS projects hosted on a GitLab instance
gitlab-runner Runs tests and sends the results to GitLab
colcon-core 107 14 days ago Command line tool to improve the workflow of building, testing and using multiple software packages
gitlab-release Simple python3 script to upload files (from ci) to the current projects release (tag)
clang 3,048 over 4 years ago This is a compiler front-end for the C family of languages (C, C++, Objective-C, and Objective-C++) which is built as part of the LLVM compiler infrastructure project
catkin_virtualenv 84 about 2 months ago Bundle python requirements in a catkin package via virtualenv
pyenv 39,428 4 days ago Simple Python version management
aptly 2,575 6 days ago Debian repository management tool
cross_compile 189 almost 2 years ago Assets used for ROS2 cross-compilation
docker_images 572 20 days ago Official Docker images maintained by OSRF on ROS(2) and Gazebo
robot_upstart 195 2 months ago Presents a suite of scripts to assist with launching background ROS processes on Ubuntu Linux PCs
robot_systemd Units for managing startup and shutdown of roscore and roslaunch
ryo-iso A modern ISO builder that streamlines the process of deploying a complete robot operating system from a yaml config file
network_autoconfig Automatic configuration of ROS networking for most use cases without impacting usage that require manual configuration
rosbuild The ROS build farm
cros 49 almost 2 years ago A single thread pure C implementation of the ROS framework

Awesome Robotic Tooling / Development Environment / Unit and Integration Test

setup-ros 87 10 days ago This action sets up a ROS and ROS 2 environment for use in GitHub actions
UnitTesting This page lays out the rationale, best practices, and policies for writing and running unit tests and integration tests for ROS
googletest 34,781 17 days ago Google's C++ test framework
pytest 12,130 3 days ago The pytest framework makes it easy to write small tests, yet scales to support complex functional testing
doctest 5,907 2 months ago The fastest feature-rich C++11/14/17/20 single-header testing framework for unit tests and TDD
osrf_testing_tools_cpp 33 5 months ago Contains testing tools for C++, and is used in OSRF projects
code_coverage 37 about 1 year ago ROS package to run coverage testing
action-ros-ci 144 3 days ago GitHub Action to build and test ROS 2 packages using colcon

Awesome Robotic Tooling / Development Environment / Lint and Format

action-ros-lint 19 3 days ago GitHub action to run linters on ROS 2 packages
cppcheck 5,820 6 days ago Static analysis of C/C++ code
hadolint 10,453 24 days ago Dockerfile linter, validate inline bash, written in Haskell
shellcheck 36,432 18 days ago A static analysis tool for shell scripts
catkin_lint 57 about 2 months ago Checks package configurations for the catkin build system of ROS
pylint 5,321 9 days ago Pylint is a Python static code analysis tool which looks for programming errors, helps enforcing a coding standard, sniffs for code smells and offers simple refactoring suggestions
black 39,157 7 days ago The uncompromising Python code formatter
pydocstyle 1,111 about 1 year ago A static analysis tool for checking compliance with Python docstring conventions
haros 191 almost 2 years ago Static analysis of ROS application code
pydantic 21,145 4 days ago Data parsing and validation using Python type hints

Awesome Robotic Tooling / Development Environment / Debugging and Tracing

heaptrack 3,341 6 days ago Traces all memory allocations and annotates these events with stack traces
ros2_tracing Tracing tools for ROS 2
Linuxperf Various Linux performance material
lptrace 700 about 6 years ago It lets you see in real-time what functions a Python program is running
pyre-check 6,859 6 days ago Performant type-checking for python
FlameGraph 17,376 about 1 month ago Visualize profiled code
gpuvis 839 9 days ago GPU Trace Visualizer
sanitizer 11,517 19 days ago AddressSanitizer, ThreadSanitizer, MemorySanitizer
cppinsights 4,108 about 1 month ago C++ Insights - See your source code with the eyes of a compiler
inspect The inspect module provides functions for learning about live objects, including modules, classes, instances, functions, and methods
Roslaunch Nodes in Valgrind or GDB When debugging roscpp nodes that you are launching with roslaunch, you may wish to launch the node in a debugging program like gdb or valgrind instead
pyperformance 869 6 days ago Python Performance Benchmark Suite
qira 3,957 over 2 years ago QIRA is a competitor to strace and gdb
gdb-frontend 2,854 6 months ago GDBFrontend is an easy, flexible and extensionable gui debugger
lttng An open source software toolkit which you can use to simultaneously trace the Linux kernel, user applications, and user libraries
ros2-performance 302 4 months ago Allows to easily create arbitrary ROS2 systems and then measures their performance
bcc 20,577 7 days ago Tools for BPF-based Linux IO analysis, networking, monitoring, and more
tracy 10,189 7 days ago A real time, nanosecond resolution, remote telemetry frame profiler for games and other applications
bpftrace 8,641 6 days ago High-level tracing language for Linux eBPF
pudb 2,990 about 1 month ago Full-screen console debugger for Python
backward-cpp 3,797 5 months ago A beautiful stack trace pretty printer for C++
gdb-dashboard 11,115 3 months ago GDB dashboard is a standalone .gdbinit file written using the Python API that enables a modular interface showing relevant information about the program being debugged
hotspot 4,148 6 days ago The Linux perf GUI for performance analysis
memory_profiler 4,379 7 months ago A python module for monitoring memory consumption of a process as well as line-by-line analysis of memory consumption for python programs
ros1_fuzzer 16 about 4 years ago This fuzzer aims to help developers and researchers to find bugs and vulnerabilities in ROS nodes by performing fuzz tests over topics that the target nodes process
vscode-debug-visualizer 7,955 8 months ago An extension for VS Code that visualizes data during debugging
action-tmate 2,956 4 days ago Debug your GitHub Actions via SSH by using tmate to get access to the runner system itself
libstatistics_collector 31 13 days ago ROS 2 library providing classes to collect measurements and calculate statistics across them
system_metrics_collector 19 over 3 years ago Lightweight, real-time system metrics collector for ROS2 systems

Awesome Robotic Tooling / Development Environment / Version Control

git-fuzzy 2,329 2 months ago A CLI interface to git that relies heavily on fzf
meld 1,095 25 days ago Meld is a visual diff and merge tool that helps you compare files, directories, and version controlled projects
tig 12,472 22 days ago Text-mode interface for git
gitg 186 6 days ago A graphical user interface for git
git-cola 2,275 6 days ago The highly caffeinated Git GUI
python-gitlab 2,257 3 days ago A Python package providing access to the GitLab server API
bfg-repo-cleaner 11,153 7 months ago Removes large or troublesome blobs like git-filter-branch does, but faster
nbdime 2,677 2 months ago Tools for diffing and merging of Jupyter notebooks
semantic-release 20,873 6 days ago Fully automated version management and package publishing
go-semrel-gitab Automate version management for Gitlab
Git-repo Git-Repo helps manage many Git repositories, does the uploads to revision control systems, and automates parts of the development workflow
dive 46,318 4 months ago A tool for exploring each layer in a docker image
dvc 13,899 6 days ago Management and versioning of datasets and machine learning models
learnGitBranching 30,675 6 days ago A git repository visualizer, sandbox, and a series of educational tutorials and challenges
gitfs 2,495 almost 3 years ago You can mount a remote repository's branch locally, and any subsequent changes made to the files will be automatically committed to the remote
git-secret 3,745 10 days ago Encrypts files with permitted users' public keys, allowing users you trust to access encrypted data using pgp and their secret keys
git-sweep 2,549 about 1 year ago A command-line tool that helps you clean up Git branches that have been merged into master
lazygit 53,100 9 days ago A simple terminal UI for git commands, written in Go with the gocui library
glab 2,075 about 2 years ago An open-source GitLab command line tool

Awesome Robotic Tooling / Simulation

AI2-THOR 1,172 15 days ago Python framework with a Unity backend providing interaction, navigation, and manipulation support for household based robotic agents, consisting of 200+ of custom scenes, 1500+ custom annotated objects, and 200+ actions
Drake 3,347 4 days ago Drake aims to simulate even very complex dynamics of robots
Webots 3,285 6 days ago Webots is an open source robot simulator compatible (among others) with and
lgsv 2,288 over 1 year ago LG Electronics America R&D Center has developed an HDRP Unity-based multi-robot simulator for autonomous vehicle developers
carla 11,377 6 days ago Open-source simulator for autonomous driving research
awesome-CARLA 782 8 months ago A curated list of awesome CARLA tutorials, blogs, and related projects
ros-bridge 529 about 2 months ago ROS bridge for CARLA Simulator
scenario_runner 532 15 days ago Traffic scenario definition and execution engine
deepdive 896 about 1 year ago End-to-end simulation for self-driving cars
uuv_simulator 710 over 1 year ago Gazebo/ROS packages for underwater robotics simulation
AirSim 16,466 5 months ago Open source simulator for autonomous vehicles built on Unreal Engine
self-driving-car-sim 3,911 over 2 years ago A self-driving car simulator built with Unity
ROSIntegration 411 6 months ago Unreal Engine Plugin to enable ROS Support
gym-gazebo 830 over 5 years ago An OpenAI gym extension for using Gazebo known as gym-gazebo
gym-pybullet-drones 1,259 4 months ago PyBullet-based Gym environments for single and multi-agent reinforcement learning of quadcopter control
safe-control-gym 623 14 days ago PyBullet-based CartPole and Quadrotor environments—with CasADi symbolic dynamics and constraints—for safe and robust learning-based control
highway-env 2,643 9 days ago A collection of environments for autonomous driving and tactical decision-making tasks
VREP Interface ROS Bridge for the VREP simulator
car_demo 527 almost 3 years ago This is a simulation of a Prius in gazebo 9 with sensor data being published using ROS kinetic
sumo 2,569 5 days ago Eclipse SUMO is an open source, highly portable, microscopic and continuous road traffic simulation package designed to handle large road networks
open-simulation-interface 271 6 days ago A generic interface for the environmental perception of automated driving functions in virtual scenarios
ESIM 590 11 months ago An Open Event Camera Simulator
Menge 139 almost 5 years ago Crowd Simulation Framework
pedsim_ros 476 over 1 year ago Pedestrian simulator powered by the social force model for Gazebo
opencrg Open file formats and open source tools for the detailed description, creation and evaluation of road surfaces
esmini 765 4 days ago A basic OpenSCENARIO player
OpenSceneGraph 3,245 3 months ago An open source high performance 3D graphics toolkit, used by application developers in fields such as visual simulation, games, virtual reality, scientific visualization and modelling
morse An academic robotic simulator, based on the Blender Game Engine and the Bullet Physics engine
ROSIntegrationVision 75 over 1 year ago Support for ROS-enabled RGBD data acquisition in Unreal Engine Projects
fetch_gazebo 104 6 months ago Contains the Gazebo simulation for Fetch Robotics Fetch and Freight Research Edition Robots
rotors_simulator 1,258 4 months ago Provides some multirotor models
flow 1,068 4 months ago A computational framework for deep RL and control experiments for traffic microsimulation
gnss-ins-sim 1,204 5 months ago GNSS + inertial navigation, sensor fusion simulator. Motion trajectory generator, sensor models, and navigation
Ignition Robotics Test control strategies in safety, and take advantage of simulation in continuous integration tests
simulation assets for the SubT This collection contains simulation assets for the SubT Challenge Virtual Competition in Gazebo
gazebo_ros_motors 116 3 months ago Contains currently two motor plugins for Gazebo, one with an ideal speed controller and one without a controller that models a DC motor
map2gazebo 163 about 2 years ago ROS package for creating Gazebo environments from 2D maps
sim_vehicle_dynamics 109 over 2 years ago Vehicle Dynamics Simulation Software of TUM Roborace Team
gym-carla 545 almost 3 years ago An OpenAI gym wrapper for CARLA simulator
simbody 2,326 6 days ago High-performance C++ multibody dynamics/physics library for simulating articulated biomechanical and mechanical systems like vehicles, robots, and the human skeleton
gazebo_models 888 4 months ago This repository holds the Gazebo model database
pylot 472 over 1 year ago Autonomous driving platform running on the CARLA simulator
flightmare 1,018 5 months ago Flightmare is composed of two main components: a configurable rendering engine built on Unity and a flexible physics engine for dynamics simulation
champ 1,553 5 months ago ROS Packages for CHAMP Quadruped Controller
rex-gym 988 over 1 year ago OpenAI Gym environments for an open-source quadruped robot (SpotMicro)
Trick 44 6 days ago Developed at the NASA Johnson Space Center, is a powerful simulation development framework that enables users to build applications for all phases of space vehicle development
usv_sim_lsa 339 5 months ago Unmanned Surface Vehicle simulation on Gazebo with water current and winds
42 253 2 months ago Simulation for spacecraft attitude control system analysis and design
Complete_Street_Rule 181 over 1 year ago A scenario oriented design tool intended to enable users to quickly create procedurally generated multimodal streets in ArcGIS CityEngine
AutoCore simulation Provides test environment for Autoware and still during early development, contents below may changed during updates
fields-ignition 62 about 4 years ago Generate random crop fields for Ignition Gazebo
Unity-Robotics-Hub 2,049 6 months ago Central repository for tools, tutorials, resources, and documentation for robotic simulation in Unity
BlueSky 388 3 months ago The goal of BlueSky is to provide everybody who wants to visualize, analyze or simulate air traffic with a tool to do so without any restrictions, licenses or limitations
Cloe 44 22 days ago Empowers developers of automated-driving software components by providing a unified interface to closed-loop simulation
Dynamic_logistics_Warehouse 133 over 3 years ago Gazebo simulation of dynamics environment in warehouses
OpenCDA 1,026 4 months ago A generalized framework for prototyping full-stack cooperative driving automation applications under CARLA+SUMO

Awesome Robotic Tooling / Electronics and Mechanics

HRIM 66 over 5 years ago An information model for robot hardware
URDF 63 about 2 years ago Repository for Unified Robot Description Format (URDF) parsing code
phobos 709 5 months ago An add-on for Blender allowing to create URDF, SDF and SMURF robot models in a WYSIWYG environment
urdf-viz 438 15 days ago Visualize URDF/XACRO file, URDF Viewer works on Windows/macOS/Linux
solidworks_urdf_exporter 390 about 1 month ago SolidWorks to URDF Exporter
FreeCAD 19,832 6 days ago Your own 3D parametric modeler
kicad A Cross Platform and Open Source Electronics Design Automation Suite
PcbDraw 1,162 7 months ago Convert your KiCAD board into a nice looking 2D drawing suitable for pinout diagrams
kicad-3rd-party-tools 751 about 1 month ago Tools made by others to augment the KiCad PCB EDA suite
PandaPower An easy to use open source tool for power system modeling, analysis and optimization with a high degree of automation
LibrePCB 2,430 6 days ago A powerful, innovative and intuitive EDA tool for everyone
openscad 7,099 4 days ago A software for creating solid 3D CAD models
ngspice A open source spice simulator for electric and electronic circuits
GNSS-SDR 1,642 9 days ago GNSS-SDR provides interfaces for a wide range of radio frequency front-ends and raw sample file formats, generates processing outputs in standard formats
riscv The Free and Open RISC Instruction Set Architecture
urdfpy 251 3 months ago A simple and easy-to-use library for loading, manipulating, saving, and visualizing URDF files
FMPy 437 23 days ago Simulate Functional Mockup Units (FMUs) in Python
FMIKit-Simulink 160 7 months ago Import and export Functional Mock-up Units with Simulink
oemof-solph 303 6 days ago A modular open source framework to model energy supply systems
NASA-3D-Resources 3,017 13 days ago Here you'll find a growing collection of 3D models, textures, and images from inside NASA
SUAVE 416 9 months ago An Aircraft Design Toolbox
opem 202 26 days ago The Open-Source PEMFC Simulation Tool (OPEM) is a modeling tool for evaluating the performance of proton exchange membrane fuel cells
pvlib-python 1,205 6 days ago A community supported tool that provides a set of functions and classes for simulating the performance of photovoltaic energy systems
WireViz 4,421 about 1 month ago A tool for easily documenting cables, wiring harnesses and connector pinouts
Horizon 1,125 8 days ago EDA is an Electronic Design Automation package supporting an integrated end-to-end workflow for printed circuit board design including parts management and schematic entry
tigl 239 8 days ago The TiGL Geometry Library can be used for the computation and processing of aircraft geometries stored inside CPACS files
foxBMS 6 8 months ago A free, open and flexible development environment to design battery management systems
cadCAD 555 7 months ago A Python package that assists in the processes of designing, testing and validating complex systems through simulation, with support for Monte Carlo methods, A/B testing and parameter sweeping
OpenMDAO 556 16 days ago An open-source framework for efficient multidisciplinary optimization
ODrive 2,962 about 2 months ago The aim is to make it possible to use inexpensive brushless motors in high performance robotics projects
OpenTirePython 50 over 4 years ago An open-source mathematical tire modelling library
Inkscape Ray Optics 331 5 months ago An extension for Inkscape that makes it easier to draw optical diagrams
OpenAeroStruct 194 4 months ago A lightweight tool that performs aerostructural optimization using OpenMDAO

Awesome Robotic Tooling / Sensor Processing / Calibration and Transformation

tf2 Transform library, which lets the user keep track of multiple coordinate frames over time
TriP 29 over 2 years ago A Inverse Kinematics library for serial robots, parallel robots and hybrids of both
lidar_align 857 over 1 year ago A simple method for finding the extrinsic calibration between a 3D lidar and a 6-dof pose sensor
kalibr 4,403 8 months ago The Kalibr visual-inertial calibration toolbox
Calibnet 213 over 1 year ago Self-Supervised Extrinsic Calibration using 3D Spatial Transformer Networks
lidar_camera_calibration 1,535 over 1 year ago ROS package to find a rigid-body transformation between a LiDAR and a camera
ILCC 432 5 months ago Reflectance Intensity Assisted Automatic and Accurate Extrinsic Calibration of 3D LiDAR
easy_handeye 871 over 1 year ago Simple, straighforward ROS library for hand-eye calibration
imu_utils 1,492 almost 3 years ago A ROS package tool to analyze the IMU performance
kalibr_allan 592 over 4 years ago IMU Allan standard deviation charts for use with Kalibr and inertial kalman filters
pyquaternion 343 over 2 years ago A full-featured Python module for representing and using quaternions
robot_calibration 372 13 days ago This package offers calibration of a number of parameters of a robot, such as: 3D Camera intrinsics, extrinsics Joint angle offsets and robot frame offsets
multi_sensor_calibration 497 over 1 year ago Contains a calibration tool to calibrate a sensor setup consisting of lidars, radars and cameras
LiDARTag 255 over 1 year ago A Real-Time Fiducial Tag using Point Clouds Lidar Data
multicam_calibration 118 almost 2 years ago Extrinsic and intrinsic calbration of cameras
ikpy 761 3 months ago An Inverse Kinematics library aiming performance and modularity
livox_camera_lidar_calibration 497 about 3 years ago Calibrate the extrinsic parameters between Livox LiDAR and camera
lidar_camera_calibration 546 over 3 years ago Camera LiDAR Calibration using ROS, OpenCV, and PCL
e2calib 160 about 1 year ago Contains code that implements video reconstruction from event data for calibration

Awesome Robotic Tooling / Sensor Processing / Perception Pipeline

SARosPerceptionKitti 246 over 2 years ago ROS package for the Perception (Sensor Processing, Detection, Tracking and Evaluation) of the KITTI Vision Benchmark Suite
multiple-object-tracking-lidar 792 over 2 years ago C++ implementation to Detect, track and classify multiple objects using LIDAR scans or point cloud
cadrl_ros 588 almost 3 years ago ROS package for dynamic obstacle avoidance for ground robots trained with deep RL
AugmentedAutoencoder 344 over 2 years ago RGB-based pipeline for object detection and 6D pose estimation
jsk_recognition 275 10 days ago A stack for the perception packages which are used in JSK lab
GibsonEnv 868 7 months ago Gibson Environments: Real-World Perception for Embodied Agents
morefusion 230 over 1 year ago Multi-object Reasoning for 6D Pose Estimation from Volumetric Fusion
se(3)-TrackNet 389 about 1 year ago A package for 6D pose tracking of dynamic objects when object's CAD model is available

Awesome Robotic Tooling / Sensor Processing / Machine Learning

DLIB 13,561 29 days ago A toolkit for making real world machine learning and data analysis applications in C++
fastai 26,291 about 1 month ago The fastai library simplifies training fast and accurate neural nets using modern best practices
tpot 9,736 4 months ago A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming
deap 5,852 8 days ago Distributed Evolutionary Algorithms in Python
gym 34,798 about 1 month ago A toolkit for developing and comparing reinforcement learning algorithms
tensorflow_ros_cpp 59 over 2 years ago A ROS package that allows to do Tensorflow inference in C++ without the need to compile TF yourself
Tensorflow Federated 2,319 9 days ago TensorFlow Federated (TFF) is an open-source framework for machine learning and other computations on decentralized data
finn 747 7 days ago Fast, Scalable Quantized Neural Network Inference on FPGAs
neuropod 936 11 months ago Neuropod is a library that provides a uniform interface to run deep learning models from multiple frameworks in C++ and Python
leela-zero 5,360 7 months ago This is a fairly faithful reimplementation of the system described in the Alpha Go Zero paper "Mastering the Game of Go without Human Knowledge"
Trax 8,096 2 months ago A library for deep learning that focuses on sequence models and reinforcement learning
mlflow 18,781 7 days ago A platform to streamline machine learning development, including tracking experiments, packaging code into reproducible runs, and sharing and deploying models
Netron 28,134 6 days ago Visualizer for neural network, deep learning and machine learning models
MNN 8,739 7 days ago A blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba
Tensorforce 3,296 4 months ago An open-source deep reinforcement learning framework, with an emphasis on modularized flexible library design and straightforward usability for applications in research and practice
Dopamine 10,569 17 days ago A research framework for fast prototyping of reinforcement learning algorithms
catalyst 3,295 8 months ago Was developed with a focus on reproducibility, fast experimentation and code/ideas reusing
ray 33,994 6 days ago A fast and simple framework for building and running distributed applications
tf-agents 2,799 about 1 month ago A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning
ReAgent 3,575 9 days ago An open source end-to-end platform for applied reinforcement learning (RL) developed and used at Facebook
Awesome-Mobile-Machine-Learning A curated list of awesome mobile machine learning resources for iOS, Android, and edge devices
cnn-explainer 8,109 about 1 year ago Learning Convolutional Neural Networks with Interactive Visualization
modelzoo 62 almost 2 years ago A collection of machine-learned models for use in autonomous driving applications
nnstreamer-ros 14 almost 4 years ago A set of Gstreamer plugins and ROS examples that allow Gstreamer developers to adopt neural network models easily and efficiently and neural network developers to manage neural network pipelines and their filters easily and efficiently

Awesome Robotic Tooling / Sensor Processing / Parallel Processing

dask 12,593 6 days ago Parallel computing with task scheduling for Python
cupy 9,485 4 days ago NumPy-like API accelerated with CUDA
Thrust 4,922 10 months ago A C++ parallel programming library which resembles the C++ Standard Library
ArrayFire 4,564 15 days ago A general purpose GPU library
OpenMP An application programming interface that supports multi-platform shared memory multiprocessing programming in C, C++, and Fortran
VexCL 702 about 1 month ago VexCL is a C++ vector expression template library for OpenCL/CUDA/OpenMP
PYNQ 1,993 about 1 month ago An open-source project from Xilinx that makes it easy to design embedded systems with Zynq All Programmable Systems on Chips
numba 9,981 14 days ago NumPy aware dynamic Python compiler using LLVM
TensorRT 10,807 16 days ago A C++ library for high performance inference on NVIDIA GPUs and deep learning accelerators
libcudacxx 2,294 10 months ago Provides a heterogeneous implementation of the C++ Standard Library that can be used in and between CPU and GPU code

Awesome Robotic Tooling / Sensor Processing / Image Processing

CV-pretrained-model 1,308 over 3 years ago A collection of computer vision pre-trained models
image_pipeline 800 21 days ago Fills the gap between getting raw images from a camera driver and higher-level vision processing
gstreamer A pipeline-based multimedia framework that links together a wide variety of media processing systems to complete complex workflows
ros2_openvino_toolkit 165 4 months ago Provides a ROS-adaptered runtime framework of neural network which quickly deploys applications and solutions for vision inference
vision_visp 184 about 1 month ago Wraps the ViSP moving edge tracker provided by the ViSP visual servoing library into a ROS package
apriltag_ros 376 5 months ago A ROS wrapper of the AprilTag 3 visual fiducial detector
deep_object_pose 1,028 3 months ago Deep Object Pose Estimation
DetectAndTrack 1,000 almost 6 years ago Detect-and-Track: Efficient Pose
SfMLearner 1,967 about 3 years ago An unsupervised learning framework for depth and ego-motion estimation
imgaug 14,417 4 months ago Image augmentation for machine learning experiments
vision_opencv 559 3 months ago Packages for interfacing ROS with OpenCV, a library of programming functions for real time computer vision
darknet_ros 2,217 4 months ago YOLO ROS: Real-Time Object Detection for ROS
ros_ncnn 63 over 3 years ago YOLACT / YOLO on NCNN inference engine for ROS
tf-pose-estimation Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference
find-object 448 5 months ago Simple Qt interface to try OpenCV implementations of SIFT, SURF, FAST, BRIEF and other feature detectors and descriptors
yolact 5,033 about 1 year ago A simple, fully convolutional model for real-time instance segmentation
Kimera-Semantics 650 12 months ago Real-Time 3D Semantic Reconstruction from 2D data
detectron2 30,539 14 days ago A next-generation research platform for object detection and segmentation
OpenVX Enables performance and power-optimized computer vision processing, especially important in embedded and real-time use cases
3d-vehicle-tracking 662 almost 2 years ago Official implementation of Joint Monocular 3D Vehicle Detection and Tracking
pysot 4,438 about 1 year ago The goal of PySOT is to provide a high-quality, high-performance codebase for visual tracking research
semantic_slam 647 over 5 years ago Real time semantic slam in ROS with a hand held RGB-D camera
kitti_scan_unfolding 15 about 3 years ago We propose KITTI scan unfolding in our paper Scan-based Semantic Segmentation of LiDAR Point Clouds: An Experimental Study
packnet-sfm 1,243 over 1 year ago Official PyTorch implementation of self-supervised monocular depth estimation methods invented by the ML Team at Toyota Research Institute (TRI)
AB3DMOT 1,679 8 months ago This work proposes a simple yet accurate real-time baseline 3D multi-object tracking system
monoloco 428 over 2 years ago Official implementation of "MonoLoco: Monocular 3D Pedestrian Localization and Uncertainty Estimation" in PyTorch
Poly-YOLO Builds on the original ideas of YOLOv3 and removes two of its weaknesses: a large amount of rewritten labels and inefficient distribution of anchors
satellite-image-deep-learning 8,694 about 1 month ago Resources for deep learning with satellite & aerial imagery
robosat 2,024 about 4 years ago Semantic segmentation on aerial and satellite imagery
big_transfer 1,513 4 months ago Model for General Visual Representation Learning created by Google Research
LEDNet 513 almost 4 years ago A Lightweight Encoder-Decoder Network for Real-time Semantic Segmentation
TorchSeg 1,408 over 4 years ago This project aims at providing a fast, modular reference implementation for semantic segmentation models using PyTorch
simpledet 3,084 about 3 years ago A Simple and Versatile Framework for Object Detection and Instance Recognition
meshroom 11,222 6 days ago Meshroom is a free, open-source 3D Reconstruction Software based on the AliceVision Photogrammetric Computer Vision framework
EasyOCR 24,528 about 2 months ago Ready-to-use Optical character recognition (OCR) with 40+ languages supported including Chinese, Japanese, Korean and Thai
pytracking 3,247 3 months ago A general python framework for visual object tracking and video object segmentation, based on PyTorch
ros_deep_learning 901 4 months ago Deep learning inference nodes for ROS with support for NVIDIA Jetson TX1/TX2/Xavier and TensorRT
hyperpose 1,253 over 1 year ago HyperPose: A Flexible Library for Real-time Human Pose Estimation
fawkes 5,226 over 1 year ago Privacy preserving tool against facial recognition systems
anonymizer 262 over 2 years ago An anonymizer to obfuscate faces and license plates
opendatacam 1,630 8 months ago Only saves surveyed meta-data, in particular the path an object moved or number of counted objects at a certain point
Cam2BEV 719 11 months ago TensorFlow Implementation for Computing a Semantically Segmented Bird's Eye View (BEV) Image Given the Images of Multiple Vehicle-Mounted Cameras
flownet2-pytorch 3,147 over 1 year ago Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
Simd 2,067 6 days ago C++ image processing and machine learning library with using of SIMD: SSE, SSE2, SSE3, SSSE3, SSE4.1, SSE4.2, AVX, AVX2, AVX-512, VMX(Altivec) and VSX(Power7), NEON for ARM
AliceVision 2,998 6 days ago A Photogrammetric Computer Vision Framework which provides a 3D Reconstruction and Camera Tracking algorithms
satpy 1,072 8 days ago A python library for reading and manipulating meteorological remote sensing data and writing it to various image and data file formats
eo-learn 1,129 about 2 months ago A collection of open source Python packages that have been developed to seamlessly access and process spatio-temporal image sequences acquired by any satellite fleet in a timely and automatic manner
libvips 9,745 4 days ago A fast image processing library with low memory needs

Awesome Robotic Tooling / Sensor Processing / Radar Processing

pyroSAR 512 16 days ago Framework for large-scale SAR satellite data processing
CameraRadarFusionNet 410 4 months ago TUM Roborace Team Software Stack - Path tracking control, velocity control, curvature control and state estimation

Awesome Robotic Tooling / Sensor Processing / Lidar and Point Cloud Processing

cilantro 1,036 over 1 year ago A lean C++ library for working with point cloud data
open3d 11,474 5 days ago Open3D: A Modern Library for 3D Data Processing
SqueezeSeg 566 over 5 years ago Implementation of SqueezeSeg, convolutional neural networks for LiDAR point clout segmentation
point_cloud_io 187 3 months ago ROS nodes to read and write point clouds from and to files (e.g. ply, vtk)
python-pcl 2,014 11 months ago Python bindings to the pointcloud library
libpointmatcher 1,625 about 1 month ago An "Iterative Closest Point" library for 2-D/3-D mapping in Robotics
depth_clustering 1,205 about 3 years ago Fast and robust clustering of point clouds generated with a Velodyne sensor
lidar-bonnetal 958 4 months ago Semantic and Instance Segmentation of LiDAR point clouds for autonomous driving
CSF 503 8 months ago LiDAR point cloud ground filtering / segmentation (bare earth extraction) method based on cloth simulation
robot_body_filter 84 4 months ago A highly configurable LaserScan/PointCloud2 filter that allows to dynamically remove the 3D body of the robot from the measurements
grid_map 2,666 13 days ago Universal grid map library for mobile robotic mapping
elevation_mapping 1,350 17 days ago Robot-centric elevation mapping for rough terrain navigation
rangenet_lib 312 over 2 years ago Contains simple usage explanations of how the RangeNet++ inference works with the TensorRT and C++ interface
pointcloud_to_laserscan 420 2 months ago Converts a 3D Point Cloud into a 2D laser scan
octomap 1,969 30 days ago An Efficient Probabilistic 3D Mapping Framework Based on Octrees
pptk 615 about 4 years ago Point Processing Toolkit from HEREMaps
gpu-voxels GPU-Voxels is a CUDA based library which allows high resolution volumetric collision detection between animated 3D models and live pointclouds from 3D sensors of all kinds
spatio_temporal_voxel_layer 644 15 days ago A new voxel layer leveraging modern 3D graphics tools to modernize navigation environmental representations
LAStools 910 29 days ago Award-winning software for efficient LiDAR processing
PCDet 4,698 3 months ago A general PyTorch-based codebase for 3D object detection from point cloud
PDAL 1,141 7 days ago A C++ BSD library for translating and manipulating point cloud data
PotreeConverter 688 3 months ago Builds a potree octree from las, laz, binary ply, xyz or ptx files
fast_gicp 1,295 3 months ago A collection of GICP-based fast point cloud registration algorithms
ndt_omp 747 3 months ago Multi-threaded and SSE friendly NDT algorithm
laser_line_extraction 411 over 2 years ago A ROS packages that extracts line segments from LaserScan messages
Go-ICP 443 over 5 years ago Implementation of the Go-ICP algorithm for globally optimal 3D pointset registration
PointCNN 1,382 about 3 years ago A simple and general framework for feature learning from point clouds
segmenters_lib 411 about 2 years ago The LiDAR segmenters library, for segmentation-based detection
MotionNet 169 over 4 years ago Joint Perception and Motion Prediction for Autonomous Driving Based on Bird's Eye View Maps
PolarSeg 378 over 3 years ago An Improved Grid Representation for Online LiDAR Point Clouds Semantic Segmentation
traversability_mapping 278 over 4 years ago Takes in point cloud from a Velodyne VLP-16 Lidar and outputs a traversability map for autonomous navigation in real-time
lidar_super_resolution 186 almost 4 years ago Simulation-based Lidar Super-resolution for Ground Vehicles
Cupoch 920 about 2 months ago A library that implements rapid 3D data processing and robotics computation using CUDA
linefit_ground_segmentation 685 4 months ago Implementation of the ground segmentation algorithm
Draco 6,535 about 1 month ago A library for compressing and decompressing 3D geometric meshes and point clouds
Votenet 1,696 almost 3 years ago Deep Hough Voting for 3D Object Detection in Point Clouds
lidar_undistortion 146 over 1 year ago Provides lidar motion undistortion based on an external 6DoF pose estimation input
superpoint_graph 763 over 1 year ago Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs
RandLA-Net 1,312 over 1 year ago Efficient Semantic Segmentation of Large-Scale Point Clouds
Det3D 1,503 11 months ago A first 3D Object Detection toolbox which provides off the box implementations of many 3D object detection algorithms such as PointPillars, SECOND, PIXOR
OverlapNet 665 over 1 year ago A modified Siamese Network that predicts the overlap and relative yaw angle of a pair of range images generated by 3D LiDAR scans
mp2p_icp 176 10 days ago A repertory of multi primitive-to-primitive (MP2P) ICP algorithms in C++
OpenPCDet 4,698 3 months ago A Toolbox for LiDAR-based 3D Object Detection
torch-points3d 219 almost 3 years ago Pytorch framework for doing deep learning on point clouds
PolyFit 719 16 days ago Polygonal Surface Reconstruction from Point Clouds
mmdetection3d 5,313 4 months ago Next-generation platform for general 3D object detection
gpd 636 almost 3 years ago Takes a point cloud as input and produces pose estimates of viable grasps as output
SalsaNext 415 about 1 month ago Uncertainty-aware Semantic Segmentation of LiDAR Point Clouds for Autonomous Driving
Super-Fast-Accurate-3D-Object-Detection 1,033 about 1 year ago Super Fast and Accurate 3D Object Detection based on 3D LiDAR Point Clouds (The PyTorch implementation)
kaolin 4,497 8 days ago A PyTorch Library for Accelerating 3D Deep Learning Research
CamVox 535 almost 3 years ago A low-cost SLAM system based on camera and Livox lidar
SA-SSD 493 over 4 years ago Structure Aware Single-stage 3D Object Detection from Point Cloud
cuda-pcl 576 6 months ago Accelerating Lidar for Robotics with NVIDIA CUDA-based PCL
urban_road_filter 295 11 months ago Real-time LIDAR-based Urban Road and Sidewalk detection for Autonomous Vehicles
Removert 546 almost 3 years ago Remove then revert. Static map construction in the wild and dynamic points removing tool by constructing a static map
KISS-ICP 1,585 about 1 month ago A LiDAR Odometry pipeline that just works on most of the cases without tunning any parameter

Awesome Robotic Tooling / Localization and State Estimation

evo 3,491 21 days ago Python package for the evaluation of odometry and SLAM
robot_localization 1,405 2 months ago A package of nonlinear state estimation nodes
fuse 724 21 days ago General architecture for performing sensor fusion live on a robot
GeographicLib 36 over 9 years ago A C++ library for geographic projections
ntripbrowser 32 almost 2 years ago A Python API for browsing NTRIP (Networked Transport of RTCM via Internet Protocol)
imu_tools 931 about 2 months ago IMU-related filters and visualizers
RTKLIB 669 16 days ago A version of RTKLIB optimized for single and dual frequency low cost GPS receivers, especially u-blox receivers
gLAB Performs precise modeling of GNSS observables (pseudorange and carrier phase) at the centimetre level, allowing standalone GPS positioning, PPP, SBAS and DGNSS
ai-imu-dr 810 almost 2 years ago Contains the code of our novel accurate method for dead reckoning of wheeled vehicles based only on an IMU
Kalman-and-Bayesian-Filters-in-Python 16,781 4 months ago Kalman Filter book using Jupyter Notebook
mcl_3dl 495 about 1 month ago A ROS node to perform a probabilistic 3-D/6-DOF localization system for mobile robots with 3-D LIDAR(s)
se2lam 404 6 months ago On-SE(2) Localization and Mapping for Ground Vehicles by Fusing Odometry and Vision
mmWave-localization-learning 118 4 months ago ML-based positioning method from mmWave transmissions - with high accuracy and energy efficiency
dynamic_robot_localization 826 4 months ago A ROS package that offers 3 DoF and 6 DoF localization using PCL and allows dynamic map update using OctoMap
eagleye 668 13 days ago An open-source software for vehicle localization utilizing GNSS and IMU
python-sgp4 377 3 months ago Python version of the SGP4 satellite position library
PROJ 1,749 4 days ago Cartographic Projections and Coordinate Transformations Library
rpg_trajectory_evaluation 1,066 over 1 year ago Implements common used trajectory evaluation methods for visual(-inertial) odometry
pymap3d 396 7 months ago Pure-Python (Numpy optional) 3D coordinate conversions for geospace ecef enu eci
libRSF 307 about 1 year ago A robust sensor fusion library for online localization

Awesome Robotic Tooling / Simultaneous Localization and Mapping / Lidar

KISS-ICP 1,585 about 1 month ago A LiDAR Odometry pipeline that just works on most of the cases without tunning any parameter
loam_velodyne 1,712 over 5 years ago Laser Odometry and Mapping (Loam) is a realtime method for state estimation and mapping using a 3D lidar
lio-mapping 923 almost 5 years ago Implementation of Tightly Coupled 3D Lidar Inertial Odometry and Mapping (LIO-mapping)
A-LOAM 2,135 about 1 year ago Advanced implementation of LOAM
Fast LOAM 1,073 4 months ago Fast and Optimized Lidar Odometry And Mapping
LIO_SAM 3,476 2 months ago Tightly-coupled Lidar Inertial Odometry via Smoothing and Mapping
cartographer_ros 1,664 9 months ago Provides ROS integration for Cartographer
loam_livox 1,467 over 4 years ago A robust LiDAR Odometry and Mapping (LOAM) package for Livox-LiDAR
StaticMapping 340 almost 2 years ago Use LiDAR to map the static world
semantic_suma 923 8 months ago Semantic Mapping using Surfel Mapping and Semantic Segmentation
slam_toolbox 1,663 4 months ago Slam Toolbox for lifelong mapping and localization in potentially massive maps with ROS
maplab 2,626 6 months ago An open visual-inertial mapping framework
hdl_graph_slam 2,013 4 months ago An open source ROS package for real-time 6DOF SLAM using a 3D LIDAR
interactive_slam 851 4 months ago In contrast to existing automatic SLAM packages, we with minimal human effort
LeGO-LOAM 2,413 3 months ago Lightweight and Ground-Optimized Lidar Odometry and Mapping on Variable Terrain
pyslam 1,881 10 days ago Contains a monocular Visual Odometry (VO) pipeline in Python
Kitware SLAM LiDAR-only visual SLAM developped by Kitware, as well as ROS and ParaView wrappings for easier use
horizon_highway_slam 145 over 3 years ago A robust, low drift, and real time highway SLAM package suitable for Livox Horizon lidar
mola 531 about 2 months ago A Modular System for Localization and Mapping
DH3D 157 about 4 years ago Deep Hierarchical 3D Descriptors for Robust Large-Scale 6DOF Relocalization
LaMa 336 8 months ago LaMa is a C++11 software library for robotic localization and mapping
Scan Context Global LiDAR descriptor for place recognition and long-term localization
M-LOAM 469 9 months ago Robust Odometry and Mapping for Multi-LiDAR Systems with Online Extrinsic Calibration

Awesome Robotic Tooling / Simultaneous Localization and Mapping / Visual

orb_slam_2_ros 618 over 1 year ago A ROS implementation of ORB_SLAM2
orbslam-map-saving-extension 246 over 4 years ago In this extensions the map of ORB-features be saved to the disk as a reference for future runs along the same track
dso 2,306 9 months ago Direct Sparse Odometry
viso2 239 about 1 month ago A ROS wrapper for libviso2, a library for visual odometry
xivo 863 over 1 year ago X Inertial-aided Visual Odometry
rovio 1,145 11 months ago Robust Visual Inertial Odometry Framework
LSD-SLAM 2,619 over 1 year ago Large-Scale Direct Monocular SLAM is a real-time monocular SLAM
CubeSLAM and ORB SLAM 850 almost 4 years ago Monocular 3D Object Detection and SLAM Package of CubeSLAM and ORB SLAM
VINS-Fusion 3,538 6 months ago A Robust and Versatile Multi-Sensor Visual-Inertial State Estimator
openvslam 2,972 over 3 years ago OpenVSLAM: A Versatile Visual SLAM Framework
basalt Visual-Inertial Mapping with Non-Linear Factor Recovery
Kimera 1,838 almost 4 years ago A C++ library for real-time metric-semantic simultaneous localization and mapping, which uses camera images and inertial data to build a semantically annotated 3D mesh of the environment
tagslam 307 about 2 months ago A ROS-based package for Simultaneous Localization and Mapping using AprilTag fiducial markers
LARVIO 735 8 months ago A lightweight, accurate and robust monocular visual inertial odometry based on Multi-State Constraint Kalman Filter
fiducials 265 6 months ago Simultaneous localization and mapping using fiducial markers
open_vins 2,208 2 months ago An open source platform for visual-inertial navigation research
ORB_SLAM3 6,619 4 months ago ORB-SLAM3: An Accurate Open-Source Library for Visual, Visual-Inertial and Multi-Map SLAM
Atlas 1,825 over 2 years ago End-to-End 3D Scene Reconstruction from Posed Images
vilib 430 over 3 years ago This library focuses on the front-end of VIO pipelines with CUDA
hloc 3,215 18 days ago A modular toolbox for state-of-the-art 6-DoF visual localization. It implements Hierarchical Localization, leveraging image retrieval and feature matching, and is fast, accurate, and scalable
ESVO 433 almost 2 years ago A novel pipeline for real-time visual odometry using a stereo event-based camera
gradslam 1,318 about 1 year ago An open source differentiable dense SLAM library for PyTorch

Awesome Robotic Tooling / Simultaneous Localization and Mapping / Vector Map

OpenDRIVE An open file format for the logical description of road networks
MapsModelsImporter 2,473 7 months ago A Blender add-on to import models from google maps
Lanelet2 800 24 days ago Map handling framework for automated driving
barefoot 671 over 1 year ago Online and Offline map matching that can be used stand-alone and in the cloud
iD 3,376 3 days ago The easy-to-use OpenStreetMap editor in JavaScript
RapiD 520 7 days ago An enhanced version of iD for mapping with AI created by Facebook
segmap 1,070 over 3 years ago A map representation based on 3D segments
Mapbox 11,228 7 days ago A JavaScript library for interactive, customizable vector maps on the web
osrm-backend 6,425 18 days ago Open Source Routing Machine - C++ backend
assuremapingtools 210 3 months ago Desktop based tool for viewing, editing and saving road network maps for autonomous vehicle platforms such as Autoware
geopandas 4,519 5 days ago A project to add support for geographic data to pandas objects
MapToolbox 259 7 months ago Plugins to make Autoware vector maps in Unity
imagery-index 28 over 1 year ago An index of aerial and satellite imagery useful for mapping
mapillary_tools 267 2 months ago A library for processing and uploading images to Mapillary
mapnik 3,682 8 days ago Combines pixel-perfect image output with lightning-fast cartographic algorithms, and exposes interfaces in C++, Python, and Node
gdal 4,908 6 days ago GDAL is an open source X/MIT licensed translator library for raster and vector geospatial data formats
grass 849 6 days ago GRASS GIS - free and open source Geographic Information System (GIS)
3d-tiles 2,136 11 days ago Specification for streaming massive heterogeneous 3D geospatial datasets
osmnx 4,887 10 days ago Python for street networks. Retrieve, model, analyze, and visualize street networks and other spatial data from OpenStreetMap

Awesome Robotic Tooling / Prediction

Awesome-Interaction-aware-Trajectory-Prediction 1,476 about 2 months ago A selection of state-of-the-art research materials on trajectory prediction
sgan 826 12 months ago Socially Acceptable Trajectories with Generative Adversarial Networks

Awesome Robotic Tooling / Behavior and Decision

Groot 736 3 months ago Graphical Editor to create BehaviorTrees. Compliant with BehaviorTree.CPP
BehaviorTree.CPP 3,028 20 days ago Behavior Trees Library in C++
RAFCON 182 27 days ago Uses hierarchical state machines, featuring concurrent state execution, to represent robot programs
ROSPlan 357 10 months ago Generic framework for task planning in a ROS system
ad-rss-lib 339 10 days ago Library implementing the Responsibility Sensitive Safety model (RSS) for Autonomous Vehicles
FlexBE Graphical editor for hierarchical state machines, based on ROS's smach
sts_bt_library 21 over 4 years ago This library provides the functionality to set up your own behavior tree logic by using the defined tree structures like Fallback, Sequence or Parallel Nodes
SMACC 302 over 1 year ago An Event-Driven, Asynchronous, Behavioral State Machine Library for real-time ROS (Robotic Operating System) applications written in C++
py_trees_ros 162 3 months ago Behaviours, trees and utilities that extend py_trees for use with ROS

Awesome Robotic Tooling / Planning and Control

pacmod 27 over 1 year ago Designed to allow the user to control a vehicle with the PACMod drive-by-wire system
mpcc 1,370 over 1 year ago Model Predictive Contouring Controller for Autonomous Racing
rrt 253 over 4 years ago C++ RRT (Rapidly-exploring Random Tree) implementation
HypridAStarTrailer A path planning algorithm based on Hybrid A* for trailer truck
path_planner 1,587 about 2 months ago Hybrid A* Path Planner for the KTH Research Concept Vehicle
open_street_map 81 almost 2 years ago ROS packages for working with Open Street Map geographic information
Open Source Car Control 967 almost 5 years ago An assemblage of software and hardware designs that enable computer control of modern cars in order to facilitate the development of autonomous vehicle technology
fastrack 73 over 4 years ago A ROS implementation of Fast and Safe Tracking (FaSTrack)
commonroad Composable benchmarks for motion planning on roads
traffic-editor 141 6 days ago A graphical editor for robot traffic flows
steering_functions 235 5 months ago Contains a C++ library that implements steering functions for car-like robots with limited turning radius
moveit Easy-to-use robotics manipulation platform for developing applications, evaluating designs, and building integrated products
flexible-collision-library 1,426 about 1 month ago A library for performing three types of proximity queries on a pair of geometric models composed of triangles
aikido 214 over 1 year ago Artificial Intelligence for Kinematics, Dynamics, and Optimization
casADi 1,742 6 days ago A symbolic framework for numeric optimization implementing automatic differentiation in forward and reverse modes on sparse matrix-valued computational graphs
ACADO Toolkit 490 3 months ago A software environment and algorithm collection for automatic control and dynamic optimization
control-toolbox 1,469 about 2 years ago An efficient C++ library for control, estimation, optimization and motion planning in robotics
CrowdNav 598 about 2 years ago Crowd-aware Robot Navigation with Attention-based Deep Reinforcement Learning
ompl 1,482 about 2 months ago Consists of many state-of-the-art sampling-based motion planning algorithms
openrave 724 4 days ago Open Robotics Automation Virtual Environment: An environment for testing, developing, and deploying robotics motion planning algorithms
teb_local_planner 1,051 11 days ago An optimal trajectory planner considering distinctive topologies for mobile robots based on Timed-Elastic-Bands
pinocchio 1,921 6 days ago A fast and flexible implementation of Rigid Body Dynamics algorithms and their analytical derivatives
rmf_core 102 over 3 years ago The rmf_core packages provide the centralized functions of the Robotics Middleware Framework (RMF)
OpEn 514 14 days ago A solver for Fast & Accurate Embedded Optimization for next-generation Robotics and Autonomous Systems
autogenu-jupyter 155 almost 2 years ago This project provides the continuation/GMRES method (C/GMRES method) based solvers for nonlinear model predictive control (NMPC) and an automatic code generator for NMPC
global_racetrajectory_optimization 471 over 1 year ago This repository contains multiple approaches for generating global racetrajectories
toppra 635 10 months ago A library for computing the time-optimal path parametrization for robots subject to kinematic and dynamic constraints
tinyspline 1,203 3 months ago TinySpline is a small, yet powerful library for interpolating, transforming, and querying arbitrary NURBS, B-Splines, and Bézier curves
dual quaternions ros 31 over 4 years ago ROS python package for dual quaternion SLERP
mb planner 322 over 1 year ago Aerial vehicle planner for tight spaces. Used in DARPA SubT Challenge
ilqr 386 over 2 years ago Iterative Linear Quadratic Regulator with auto-differentiatiable dynamics models
EGO-Planner 1,472 over 1 year ago A lightweight gradient-based local planner without ESDF construction, which significantly reduces computation time compared to some state-of-the-art methods
pykep 341 over 1 year ago A scientific library providing basic tools for research in interplanetary trajectory design
am_traj 185 over 3 years ago Alternating Minimization Based Trajectory Generation for Quadrotor Aggressive Flight
GraphBasedLocalTrajectoryPlanner 238 over 1 year ago Was used on a real race vehicle during the Roborace Season Alpha and achieved speeds above 200km/h
se2_navigation 458 over 1 year ago Pure pursuit controller and Reeds-Shepp sampling based planner for navigation in SE(2) space
Ruckig Instantaneous Motion Generation. Real-time. Jerk-constrained. Time-optimal

Awesome Robotic Tooling / User Interaction / Graphical User Interface

imgui 61,152 6 days ago Designed to enable fast iterations and to empower programmers to create content creation tools and visualization / debug tools
qtpy 983 17 days ago Provides an uniform layer to support PyQt5, PySide2, PyQt4 and PySide with a single codebase
mir 641 3 days ago Mir is set of libraries for building Wayland based shells
rqt A Qt-based framework for GUI development for ROS. It consists of three parts/metapackages
cage 1,226 18 days ago This is Cage, a Wayland kiosk. A kiosk runs a single, maximized application
chilipie 1,355 over 2 years ago Easy-to-use Raspberry Pi image for booting directly into full-screen Chrome
pencil 9,085 2 months ago A tool for making diagrams and GUI prototyping that everyone can use
dynamic_reconfigure The focus of dynamic_reconfigure is on providing a standard way to expose a subset of a node's parameters to external reconfiguration
ddynamic_reconfigure 90 10 months ago Allows modifying parameters of a ROS node using the dynamic_reconfigure framework without having to write cfg files
elements 3,141 25 days ago A lightweight, fine-grained, resolution independent, modular GUI library
NanoGUI 4,668 over 1 year ago A minimalistic cross-platform widget library for OpenGL 3.x or higher

Awesome Robotic Tooling / User Interaction / Acoustic User Interface

pyo 1,322 26 days ago A Python module written in C containing classes for a wide variety of audio signal processing types
rhasspy 950 over 4 years ago Rhasspy (pronounced RAH-SPEE) is an offline, multilingual voice assistant toolkit inspired by Jasper that works well with Home Assistant, Hass.io, and Node-RED
mycroft-core 6,526 2 months ago Mycroft is a hackable open source voice assistant
DDSP 2,905 about 2 months ago A library of differentiable versions of common DSP functions (such as synthesizers, waveshapers, and filters)
NoiseTorch 21 over 2 years ago Creates a virtual microphone that suppresses noise, in any application
DeepSpeech 25,358 3 months ago An open source Speech-To-Text engine, using a model trained by machine learning techniques based on Baidu's Deep Speech research paper
waveglow 2,285 about 1 year ago A Flow-based Generative Network for Speech Synthesis
TTS 35,453 3 months ago A deep learning toolkit for Text-to-Speech, battle-tested in research and production

Awesome Robotic Tooling / User Interaction / Command Line Interface

the-art-of-command-line 153,662 5 months ago Master the command line, in one page
dotfiles of cornerman 11 about 1 year ago Powerful zsh and vim dotfiles
dotbot 7,102 5 months ago A tool that bootstraps your dotfiles
prompt-hjem 7 over 5 years ago A beautiful zsh prompt
ag 26,185 5 months ago A code-searching tool similar to ack, but faster
fzf 65,547 7 days ago A command-line fuzzy finder
pkgtop 311 about 1 year ago Interactive package manager and resource monitor designed for the GNU/Linux
asciimatics 3,655 about 2 months ago A cross platform package to do curses-like operations, plus higher level APIs and widgets to create text UIs and ASCII art animations
gocui 9,917 2 months ago Minimalist Go package aimed at creating Console User Interfaces
TerminalImageViewer 1,571 5 months ago Small C++ program to display images in a (modern) terminal using RGB ANSI codes and unicode block graphics characters
rosshow 1,059 5 months ago Visualize ROS topics inside a terminal with Unicode/ASCII art
python-prompt-toolkit 9,374 12 days ago Library for building powerful interactive command line applications in Python
guake 4,452 2 months ago Drop-down terminal for GNOME
wemux 3,636 about 2 years ago Multi-User Tmux Made Easy
tmuxp 4,094 4 days ago A session manager built on libtmux
mapscii 7,943 18 days ago World map renderer for your console
terminator The goal of this project is to produce a useful tool for arranging terminals
bat 49,699 8 days ago A cat(1) clone with wings
fx 19,032 4 months ago Command-line tool and terminal JSON viewer
tmate 5,688 about 1 year ago Instant terminal sharing

Awesome Robotic Tooling / Data Visualization and Mission Control

xdot 870 3 months ago Interactive viewer for graphs written in Graphviz's dot language
guacamole Clientless remote desktop gateway. It supports standard protocols like VNC, RDP, and SSH
ros3djs 368 16 days ago 3D Visualization Library for use with the ROS JavaScript Libraries
webviz 2,077 almost 2 years ago Web-based visualization libraries like rviz
plotly.py 16,299 6 days ago An open-source, interactive graphing library for Python
PlotJuggler 4,448 11 days ago The timeseries visualization tool that you deserve
bokeh 19,372 8 days ago Interactive Data Visualization in the browser, from Python
voila 5,460 17 days ago From Jupyter notebooks to standalone web applications and dashboards
Pangolin 2,378 20 days ago Pangolin is a lightweight portable rapid development library for managing OpenGL display / interaction and abstracting video input
rqt_bag Provides a GUI plugin for displaying and replaying ROS bag files
kepler.gl 10,406 4 days ago Kepler.gl is a powerful open source geospatial analysis tool for large-scale data sets
qgis_ros 46 about 1 year ago Access bagged and live topic data in a highly featured GIS environment
openmct 12,071 6 days ago A web based mission control framework
web_video_server 281 10 days ago HTTP Streaming of ROS Image Topics in Multiple Formats
RVizWeb 290 about 2 years ago Provides a convenient way of building and launching a web application with features similar to RViz
marvros 902 29 days ago MAVLink to ROS gateway with proxy for Ground Control Station
octave Provides a convenient command line interface for solving linear and nonlinear problems numerically, and for performing other numerical experiments using a language that is mostly compatible with Matlab
streetscape.gl 922 5 months ago Streetscape.gl is a toolkit for visualizing autonomous and robotics data in the XVIZ protocol
urdf-loaders 465 21 days ago URDF Loaders for Unity and THREE.js with example ATHLETE URDF File
obs-studio 60,355 6 days ago Free and open source software for live streaming and screen recording
K3D-tools Jupyter notebook extension for 3D visualization
PyQtGraph 3,910 16 days ago Fast data visualization and GUI tools for scientific / engineering applications
ipygany 489 over 1 year ago 3-D Scientific Visualization in the Jupyter Notebook
Foxglove Studio 12 4 months ago Web and desktop app for robotics visualization and debugging; actively maintained fork of webviz
ROS-Mobile 473 12 months ago Visualization and controlling application for Android

Awesome Robotic Tooling / Data Visualization and Mission Control / Annotation

labelbox The fastest way to annotate data to build and ship artificial intelligence applications
PixelAnnotationTool 1,406 almost 2 years ago Annotate quickly images
LabelImg 22,801 6 months ago A graphical image annotation tool and label object bounding boxes in images
cvat 12,622 4 days ago Powerful and efficient Computer Vision Annotation Tool (CVAT)
point_labeler 666 14 days ago Tool for labeling of a single point clouds or a stream of point clouds
label-studio 19,362 4 days ago Label Studio is a multi-type data labeling and annotation tool with standardized output format
napari 2,213 5 days ago A fast, interactive, multi-dimensional image viewer for python
semantic-segmentation-editor 1,810 2 months ago A web based labeling tool for creating AI training data sets (2D and 3D)
3d-bat 646 9 months ago 3D Bounding Box Annotation Tool for Point cloud and Image Labeling
labelme 13,551 2 months ago Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation)
universal-data-tool 1,957 over 2 years ago Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app
BMW-Labeltool-Lite 317 4 months ago Provides you with a easy to use labeling tool for State-of-the-art Deep Learning training purposes
3d-annotation-tool 82 over 2 years ago Lightweight tool to annotate point clouds with bounding boxes, rectangles, keypoints and more

Awesome Robotic Tooling / Data Visualization and Mission Control / Point Cloud

CloudCompare 3,558 10 days ago CloudCompare is a 3D point cloud (and triangular mesh) processing software
Potree 4,599 3 months ago WebGL point cloud viewer for large datasets
point_cloud_viewer 339 over 2 years ago Makes viewing massive point clouds easy and convenient
LidarView 261 over 2 years ago Performs real-time visualization and easy processing of live captured 3D LiDAR data from Lidar sensors
VeloView 316 about 3 years ago Performs real-time visualization of live captured 3D LiDAR data from Velodyne's HDL sensors
entwine 451 9 days ago A data organization library for massive point clouds, designed to conquer datasets of trillions of points as well as desktop-scale point clouds
polyscope 1,821 about 2 months ago A C++ & Python viewer for 3D data like meshes and point clouds
Pcx 1,352 about 2 years ago Point cloud importer & renderer for Unity
ImmersivePoints 14 almost 3 years ago A web-application for virtual reality devices to explore 3D data in the most natural way possible

Awesome Robotic Tooling / Data Visualization and Mission Control / RViz

mapviz 394 29 days ago Modular ROS visualization tool for 2D data
rviz_cinematographer 232 over 3 years ago Easy to use tools to create and edit trajectories for the rviz camera
rviz_satellite 567 3 months ago Display internet satellite imagery in RViz
rviz_visual_tools 767 8 days ago C++ API wrapper for displaying shapes and meshes in Rviz
xpp 324 almost 3 years ago Visualization of motion-plans for legged robots
rviz stereo 3D stereo rendering displays a different view to each eye so that the scene appears to have depth
jsk_visualization 329 6 months ago Jsk visualization ros packages for rviz and rqt
moveit_visual_tools 156 8 days ago Helper functions for displaying and debugging MoveIt! data in Rviz via published markers

Awesome Robotic Tooling / Operation System / Monitoring

rosmon 182 7 months ago ROS node launcher & monitoring daemon
multimaster_fkie 272 10 months ago GUI-based management environment that is very useful to manage ROS-launch configurations and control running nodes
collectd 3,190 about 1 month ago A small daemon which collects system information periodically and provides mechanisms to store and monitor the values in a variety of ways
lnav An enhanced log file viewer that takes advantage of any semantic information that can be gleaned from the files being viewed, such as timestamps and log levels
htop 5,846 about 4 years ago An interactive text-mode process viewer for Unix systems. It aims to be a better 'top'
atop 807 28 days ago System and process monitor for Linux with logging and replay function
psutil 10,292 4 days ago Cross-platform lib for process and system monitoring in Python
gputil 1,137 7 months ago A Python module for getting the GPU status from NVIDA GPUs using nvidia-smi programmically in Python
gpustat 4,065 3 months ago A simple command-line utility for querying and monitoring GPU status
nvtop 8,221 18 days ago NVIDIA GPUs htop like monitoring tool
ShellHub ShellHub is a modern SSH server for remotely accessing linux devices via command line (using any SSH client) or web-based user interface, designed as an alternative to sshd. Think ShellHub as centralized SSH for the the edge and cloud computing
Sshwifty 2,433 about 1 month ago Sshwifty is a SSH and Telnet connector made for the Web
spdlog 24,386 11 days ago Very fast, header-only/compiled, C++ logging library
ctop 15,576 5 months ago Top-like interface for container metrics
ntop 6,277 6 days ago Web-based Traffic and Security Network Traffic Monitoring
jupyterlab-nvdashboard 611 8 days ago A JupyterLab extension for displaying dashboards of GPU usage

Awesome Robotic Tooling / Operation System / Database and Record

ncdu Ncdu is a disk usage analyzer with an ncurses interface
borg 11,215 6 days ago Deduplicating archiver with compression and authenticated encryption
bag-database 346 14 days ago A server that catalogs bag files and provides a web-based UI for accessing them
marv-robotics MARV Robotics is a powerful and extensible data management platform
kitti2bag 731 5 months ago Convert KITTI dataset to ROS bag file the easy way
pykitti 1,167 about 1 year ago Python tools for working with KITTI data
rosbag_editor 412 over 1 year ago Create a rosbag from a given one, using a simple GUI
nextcloud 27,441 4 days ago Nextcloud is a suite of client-server software for creating and using file hosting services
ros_type_introspection 61 about 4 years ago Deserialize ROS messages that are unknown at compilation time
syncthing 65,537 6 days ago A continuous file synchronization program
rqt_bag_exporter Qt GUI to export ROS bag topics to files (CSV and/or video)
xviz 1,020 5 months ago A protocol for real-time transfer and visualization of autonomy data
kitti_to_rosbag 250 over 5 years ago A Dataset tools for working with the KITTI dataset raw data and converting it to a ROS bag. Also allows a library for direct access to poses, velodyne scans, and images
ros_numpy 306 12 months ago Tools for converting ROS messages to and from numpy arrays
kitti_ros 32 almost 4 years ago A ROS-based player to replay KiTTI dataset
DuckDB 24,300 4 days ago An embeddable SQL OLAP Database Management System

Awesome Robotic Tooling / Operation System / Network Distributed File System

sshfs 1,166 about 2 years ago File system based on the SSH File Transfer Protocol
moosefs 1,696 about 2 months ago A scalable distributed storage system
ceph 14,215 6 days ago A distributed object, block, and file storage platform
nfs 527 2 months ago A distributed file system protocol originally developed by Sun Microsystems
ansible-role-nfs 247 3 months ago Installs NFS utilities on RedHat/CentOS or Debian/Ubuntu

Awesome Robotic Tooling / Operation System / Server Infrastructure and High Performance Computing

mass 370 5 days ago Self-service, remote installation of Windows, CentOS, ESXi and Ubuntu on real servers turns your data centre into a bare metal cloud
polyaxon 3,571 7 days ago A platform for reproducing and managing the whole life cycle of machine learning and deep learning applications
localstack 56,450 4 days ago A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline
nvidia-docker 17,258 12 months ago Build and run Docker containers leveraging NVIDIA GPUs
kubeflow 14,386 29 days ago Machine Learning Toolkit for Kubernetes
log-pilot 1,430 about 2 years ago Collect logs for docker containers
traefik 51,356 6 days ago The Cloud Native Edge Router
graylog2-server 7,426 6 days ago Free and open source log management
ansible 62,985 7 days ago Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy
pyinfra 3,914 4 days ago It can be used for ad-hoc command execution, service deployment, configuration management and more
docker-py 6,829 25 days ago A Python library for the Docker Engine API
noVNC 11,686 8 days ago VNC client using HTML5
Slurm 2,706 7 days ago Slurm: A Highly Scalable Workload Manager
jupyterhub 7,806 8 days ago Multi-user server for Jupyter notebooks
Portainer 31,065 5 days ago Making Docker management easy
enroot 644 27 days ago A simple, yet powerful tool to turn traditional container/OS images into unprivileged sandboxes
docker-firefox 1,697 10 days ago Run a Docker Container with Firefox and noVNC for remote access to headless servers
luigi 17,869 9 days ago A Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in
triton-inference-server 8,342 3 days ago NVIDIA Triton Inference Server provides a cloud inferencing solution optimized for NVIDIA GPUs
cudf 8,448 4 days ago Provides a pandas-like API that will be familiar to data engineers & data scientists, so they can use it to easily accelerate their workflows without going into the details of CUDA programming

Awesome Robotic Tooling / Operation System / Embedded Operation System

vxworks7-ros2-build 97 10 days ago Build system to automate the build of VxWorks 7 and ROS2
Yocto Produce tools and processes that enable the creation of Linux distributions for embedded software that are independent of the underlying architecture of the embedded hardware
Automotive Graded Linux A collaborative open source project that is bringing together automakers, suppliers and technology companies to build a Linux-based, open software platform for automotive applications that can serve as the de facto industry standard
bitbake 434 8 days ago A generic task execution engine that allows shell and Python tasks to be run efficiently and in parallel while working within complex inter-task dependency constraints
Jailhouse 1,754 6 months ago Jailhouse is a partitioning Hypervisor based on Linux
Xen An open-source (GPL) type-1 or baremetal hypervisor
QEMU A generic and open source machine emulator and virtualizer
qemu-xilinx 244 6 days ago A fork of Quick EMUlator (QEMU) with improved support and modelling for the Xilinx platforms
rosserial 523 7 months ago A ROS client library for small, embedded devices, such as Arduino
meta-ros 390 8 days ago OpenEmbedded Layer for ROS Applications
meta-balena 969 6 days ago Run Docker containers on embedded devices
micro-ros The major changes compared to "regular" ROS 2 is that micro-ROS uses a Real-Time Operating System (RTOS) instead of Linux, and DDS for eXtremely Resource Constrained Environments
nvidia-container-runtime 1,108 about 1 year ago NVIDIA Container Runtime is a GPU aware container runtime, compatible with the Open Containers Initiative (OCI) specification used by Docker, CRI-O, and other popular container technologie
fusesoc 1,203 14 days ago Package manager and build abstraction tool for FPGA/ASIC development
jetson_easy 288 almost 4 years ago Automatically script to setup and configure your NVIDIA Jetson
docker-jetpack-sdk 9 over 4 years ago Allows for usage of the NVIDIA JetPack SDK within a docker container for download, flashing, and install
Pressed Provides a way to set answers to questions asked during the installation process of debian, without having to manually enter the answers while the installation is running
jetson_stats 2,169 about 1 month ago A package to monitoring and control your NVIDIA Jetson (Xavier NX, Nano, AGX Xavier, TX1, TX2) Works with all NVIDIA Jetson ecosystem
ros_jetson_stats 67 over 1 year ago The ROS jetson-stats wrapper. The status of your NVIDIA jetson in diagnostic messages
OpenCR 386 7 months ago Open-source Control Module for ROS
acrn-hypervisor 1,142 17 days ago Defines a device hypervisor reference stack and an architecture for running multiple software subsystems, managed securely, on a consolidated system by means of a virtual machine manager
jetson-containers 2,332 8 days ago Machine Learning Containers for Jetson and JetPack 4.4

Awesome Robotic Tooling / Operation System / Real-Time Kernel

ELISA Project is to make it easier for companies to build and certify Linux-based safety-critical applications – systems whose failure could result in loss of human life, significant property damage or environmental damage
PREEMPT_RT kernel patch Aim of the PREEMPT_RT kernel patch is to minimize the amount of kernel code that is non-preemptible

Awesome Robotic Tooling / Network and Middleware

performance_test 64 about 5 years ago Tool to test the performance of pub/sub based communication frameworks
realtime_support 61 13 days ago Minimal real-time testing utility for measuring jitter and latency
ros1_bridge 462 4 months ago ROS 2 package that provides bidirectional communication between ROS 1 and ROS 2
Fast-RTPS 2,210 6 days ago A Protocol, which provides publisher-subscriber communications over unreliable transports such as UDP, as defined and maintained by the Object Management Group (OMG) consortium
protobuf 65,753 6 days ago Google's data interchange format
opensplice 259 almost 2 years ago Vortex OpenSplice Community Edition
cyclonedds 885 9 days ago Eclipse Cyclone DDS is a very performant and robust open-source DDS implementation
iceoryx 1,683 23 days ago An IPC middleware for POSIX-based systems
rosbridge_suite 919 5 days ago Provides a JSON interface to ROS, allowing any client to send JSON to publish or subscribe to ROS topics, call ROS services, and more
ros2arduino 218 almost 4 years ago This library helps the Arduino board communicate with the ROS2 using XRCE-DDS
eCAL The enhanced communication abstraction layer (eCAL) is a middleware that enables scalable, high performance interprocess communication on a single computer node or between different nodes in a computer network
AUTOSAR-Adaptive The implementation of AUTOSAR Adaptive Platform based on the R19-11
ocpp 201 about 3 years ago The Open Charge Point Protocol (OCPP) is a network protocol for communication between electric vehicle chargers and a central backoffice system
micro-ROS for Arduino 449 5 days ago A experimental micro-ROS library for baremetal projects based on Arduino IDE or Arduino CLI
mqtt_bridge 159 7 months ago Provides a functionality to bridge between ROS and MQTT in bidirectional

Awesome Robotic Tooling / Network and Middleware / Ethernet and Wireless Networking

SOES 601 28 days ago SOES is an EtherCAT slave stack written in C
netplan Simply create a YAML description of the required network interfaces and what each should be configured to do
airalab AIRA is reference Robonomics network client for ROS-enabled cyber-physical systems
rdbox RDBOX is a IT infrastructure for ROS robots
ros_ethercat 98 9 days ago This is a reimplementation of the main loop of pr2_ethercat without dependencies on PR2 software
wavemon 935 3 months ago An ncurses-based monitoring application for wireless network devices
wireless 22 about 1 month ago Making info about wireless networks available to ROS
ptpd 506 about 2 years ago PTP daemon (PTPd) is an implementation the Precision Time Protocol (PTP) version 2 as defined by 'IEEE Std 1588-2008'. PTP provides precise time coordination of Ethernet LAN connected computers
iperf 6,952 14 days ago A TCP, UDP, and SCTP network bandwidth measurement tool
tcpreplay 1,193 4 months ago Pcap editing and replay tools
nethogs 3,186 about 2 months ago It groups bandwidth by process
pyshark 2,250 3 months ago Python wrapper for tshark, allowing python packet parsing using wireshark dissectors
pingtop 502 about 2 years ago Ping multiple servers and show results in a top-like terminal UI
termshark 9,123 7 months ago A terminal UI for tshark, inspired by Wireshark
udpreplay 260 12 months ago Replay UDP packets from a pcap file
openwifi 3,881 17 days ago Linux mac80211 compatible full-stack IEEE802.11/Wi-Fi design based on Software Defined Radio

Awesome Robotic Tooling / Network and Middleware / Controller Area Network

awesome CAN 2,220 about 2 months ago A curated list of awesome CAN bus tools, hardware and resources
AndrOBD 1,443 2 months ago Android OBD diagnostics with any ELM327 adapter
ddt4all 1,187 14 days ago DDT4All is a tool to create your own ECU parameters screens and connect to a CAN network with a cheap ELM327 interface
cabana 173 over 1 year ago CAN visualizer and DBC maker
opendbc 1,964 5 days ago The project to democratize access to the decoder ring of your car
libuavcan 297 6 days ago An open lightweight protocol designed for reliable communication in aerospace and robotic applications over robust vehicular networks such as CAN bus
python-can 1,302 6 days ago The can package provides controller area network support for Python developers
CANopenNode 1,459 8 days ago The internationally standardized (EN 50325-4) (CiA301) CAN-based higher-layer protocol for embedded control system
python-udsoncan 588 4 days ago Python implementation of UDS (ISO-14229) standard
uds-c 690 over 3 years ago Unified Diagnostics Service (UDS) and OBD-II (On Board Diagnostics for Vehicles) C Library
cantools 1,897 about 1 month ago CAN BUS tools in Python 3
CANdevStudio 939 3 months ago CANdevStudio aims to be cost-effective replacement for CAN simulation software. It can work with variety of CAN hardware interfaces
can-utils 2,418 3 months ago Linux-CAN / SocketCAN user space applications
ros_canopen 345 7 months ago CANopen driver framework for ROS
decanstructor 32 over 1 year ago The definitive ROS CAN analysis tool
kvaser_interface 84 10 months ago This package was developed as a standardized way to access Kvaser CAN devices from ROS
canmatrix 932 21 days ago Converting CAN Database Formats .arxml .dbc .dbf .kcd
autosar 388 10 days ago A set of python modules for working with AUTOSAR XML files
canopen 446 about 1 month ago A Python implementation of the CANopen standard. The aim of the project is to support the most common parts of the CiA 301 standard in a Pythonic interface
SavvyCAN 1,036 10 days ago A Qt5 based cross platform tool which can be used to load, save, and capture canbus frames
Open-Vehicle-Monitoring-System-3 609 5 days ago The system provides live monitoring of vehicle metrics like state of charge, temperatures, tyre pressures and diagnostic fault conditions

Awesome Robotic Tooling / Network and Middleware / Sensor and Acuator Interfaces

Tesla-API 1,998 4 months ago Provides functionality to monitor and control the Model S (and future Tesla vehicles) remotely
flirpy 199 14 days ago A Python library to interact with FLIR thermal imaging cameras and images
nerian_stereo 7 10 months ago ROS node for Nerian's SceneScan and SP1 stereo vision sensors
pymmw 285 about 3 years ago This is a toolbox composed of Python scripts to interact with TI's evaluation module (BoosterPack) for the IWR1443 mmWave sensing device
ti_mmwave_rospkg 269 9 months ago TI mmWave radar ROS driver (with sensor fusion and hybrid)
pacmod3 25 over 1 year ago This ROS node is designed to allow the user to control a vehicle with the PACMod drive-by-wire system, board revision 3
ros2_intel_realsense 140 almost 2 years ago These are packages for using Intel RealSense cameras (D400 series) with ROS2
sick_scan 130 almost 2 years ago This stack provides a ROS2 driver for the SICK TiM series of laser scanners
ouster_example 468 29 days ago Sample code for connecting to and configuring the OS1, reading and visualizing data, and interfacing with ROS
ros2_ouster_drivers 139 3 months ago These are an implementation of ROS2 drivers for the Ouster OS-1 3D lidars
livox_ros_driver 384 10 months ago A new ROS package, specially used to connect LiDAR products produced by Livox
velodyne 657 21 days ago A collection of ROS packages supporting Velodyne high definition 3D LIDARs
ublox 451 about 1 year ago Provides support for u-blox GPS receivers
crazyflie_ros 192 over 3 years ago ROS Driver for Bitcraze Crazyflie
pointgrey_camera_driver 128 almost 3 years ago ROS driver for Pt. Grey cameras, based on the official FlyCapture2 SDK
novatel_gps_driver 171 13 days ago ROS driver for NovAtel GPS / GNSS receivers
pylon-ros-camera 147 27 days ago The official pylon ROS driver for Basler GigE Vision and USB3 Vision cameras
ethz_piksi_ros 85 over 1 year ago Contains (python) ROS drivers, tools, launch files, and wikis about how to use Piksi Real Time Kinematic (RTK) GPS device in ROS
sick_safetyscanners 61 5 months ago A ROS Driver which reads the raw data from the SICK Safety Scanners and publishes the data as a laser_scan msg
bosch_imu_driver 58 over 3 years ago A driver for the sensor IMU Bosch BNO055. It was implemented only the UART communication interface (correct sensor mode should be selected)
oxford_gps_eth Ethernet interface to OxTS GPS receivers using the NCOM packet structure
ifm3d 111 6 days ago Library and Utilities for working with ifm pmd-based 3D ToF Cameras
cepton_sdk_redist 24 about 1 year ago Provides ROS support for Cepton LiDAR
jetson_csi_cam 108 over 4 years ago A ROS package making it simple to use CSI cameras on the Nvidia Jetson TK1, TX1, or TX2 with ROS
ros_astra_camera 66 3 days ago A ROS driver for Orbbec 3D cameras
spot_ros 273 3 months ago ROS Driver for Spot
blickfeld-scanner-lib 22 almost 2 years ago Cross-platform library to communicate with LiDAR devices of the Blickfeld GmbH
TauLidarCamera 35 about 1 year ago The host-side API for building applications with the Tau LiDAR Camera

Awesome Robotic Tooling / Security

owasp-threat-dragon-desktop 594 12 days ago Threat Dragon is a free, open-source, cross-platform threat modeling application including system diagramming and a rule engine to auto-generate threats/mitigations
launch_ros_sandbox 15 almost 3 years ago Can define launch files running nodes in restrained environments, such as Docker containers or separate user accounts with limited privileges
wolfssl 2,352 4 days ago A small, fast, portable implementation of TLS/SSL for embedded devices to the cloud
CANalyzat0r 756 almost 3 years ago Security analysis toolkit for proprietary car protocols
RSF 87 almost 6 years ago Robot Security Framework (RSF) is a standardized methodology to perform security assessments in robotics
How-to-Secure-A-Linux-Server 17,554 about 1 month ago An evolving how-to guide for securing a Linux server
lynis 13,455 17 days ago Security auditing tool for Linux, macOS, and UNIX-based systems. Assists with compliance testing (HIPAA/ISO27001/PCI DSS) and system hardening
OpenVPN 10,995 3 days ago An open source VPN daemon
openfortivpn 2,730 3 months ago A client for PPP+SSL VPN tunnel services and compatible with Fortinet VPNs
WireGuard 2,319 almost 5 years ago WireGuard is a novel VPN that runs inside the Linux Kernel and utilizes state-of-the-art cryptography
ssh-auditor 608 11 months ago Scans for weak ssh passwords on your network
vulscan 3,477 2 months ago Advanced vulnerability scanning with Nmap NSE
nmap-vulners 3,227 8 months ago NSE script based on Vulners.com API
brutespray 2,043 10 days ago Automatically attempts default creds on found services
fail2ban 12,322 14 days ago Daemon to ban hosts that cause multiple authentication errors
DependencyCheck 6,441 7 days ago A software composition analysis utility that detects publicly disclosed vulnerabilities in application dependencies
Firejail 5,811 13 days ago A SUID sandbox program that reduces the risk of security breaches by restricting the running environment of untrusted applications using Linux namespaces, seccomp-bpf and Linux capabilities
RVD 179 5 months ago Robot Vulnerability Database. Community-contributed archive of robot vulnerabilities and weaknesses
ros2_dds_security Adding security enhancements by defining a Service Plugin Interface (SPI) architecture, a set of builtin implementations of the SPIs, and the security model enforced by the SPIs
Security-Enhanced Linux 1,346 22 days ago A Linux kernel security module that provides a mechanism for supporting access control security policies, including mandatory access controls (MAC)
OpenTitan 2,578 6 days ago Will make the silicon Root of Trust design and implementation more transparent, trustworthy, and secure for enterprises, platform providers, and chip manufacturers. OpenTitan is administered by lowRISC CIC as a collaborative project to produce high quality, open IP for instantiation as a full-featured product
bandit 6,485 8 days ago A tool designed to find common security issues in Python code
hardening 1,385 4 days ago A quick way to make a Ubuntu server a bit more secure
Passbolt 886 8 months ago Passbolt is a free and open source password manager that allows team members to store and share credentials securely
gopass 5,926 12 days ago A password manager for the command line written in Go
pass The standard unix password manager
Vault 31,217 5 days ago A tool for securely accessing secrets. A secret is anything that you want to tightly control access to, such as API keys, passwords, certificates, and more
legion 1,027 17 days ago An open source, easy-to-use, super-extensible and semi-automated network penetration testing framework that aids in discovery, reconnaissance and exploitation of information systems
openscap 1,382 8 days ago The oscap program is a command line tool that allows users to load, scan, validate, edit, and export SCAP documents

Awesome Robotic Tooling / Datasets

Papers With Code Thousands of machine learning datasets provided by Papers With Code
KITTI-360 389 about 2 months ago This large-scale dataset contains 320k images and 100k laser scans in a driving distance of 73.7km
waymo_ros 11 over 4 years ago This is a ROS package to connect Waymo open dataset to ROS
waymo-open-dataset 2,730 27 days ago The Waymo Open Dataset is comprised of high-resolution sensor data collected by Waymo self-driving cars in a wide variety of conditions
Ford Autonomous Vehicle Dataset Ford presents a challenging multi-agent seasonal dataset collected by a fleet of Ford autonomous vehicles at different days and times
awesome-robotics-datasets 373 about 3 years ago A collection of useful datasets for robotics and computer vision
nuscenes-devkit 2,294 about 2 months ago The devkit of the nuScenes dataset
dataset-api 567 7 months ago This is a repo of toolkit for ApolloScape Dataset, CVPR 2019 Workshop on Autonomous Driving Challenge and ECCV 2018 challenge
utbm_robocar_dataset 222 4 months ago EU Long-term Dataset with Multiple Sensors for Autonomous Driving
DBNet 213 over 5 years ago A Large-Scale Dataset for Driving Behavior Learning
argoverse-api 861 11 months ago Official GitHub repository for Argoverse dataset
DDAD 493 over 3 years ago A new autonomous driving benchmark from TRI (Toyota Research Institute) for long range (up to 250m) and dense depth estimation in challenging and diverse urban conditions
pandaset-devkit 250 over 1 year ago Public large-scale dataset for autonomous driving provided by Hesai & Scale
a2d2_to_ros Utilities for converting A2D2 data sets to ROS bags
awesome-satellite-imagery-datasets 3,652 over 2 years ago List of satellite image training datasets with annotations for computer vision and deep learning
sentinelsat 985 about 2 months ago Search and download Copernicus Sentinel satellite images
adas-dataset-form Thermal Dataset for Algorithm Training
h3d The H3D is a large scale full-surround 3D multi-object detection and tracking dataset from Honda
Mapillary Vistas Dataset A diverse street-level imagery dataset with pixel‑accurate and instance‑specific human annotations for understanding street scenes around the world
TensorFlow Datasets TensorFlow Datasets provides many public datasets as tf.data.Datasets
racetrack-database 176 about 3 years ago Contains center lines (x- and y-coordinates), track widths and race lines for over 20 race tracks (mainly F1 and DTM) all over the world
BlenderProc 2,826 30 days ago A procedural Blender pipeline for photorealistic training image generation
Atlatec Sample Map Data 3D map for autonomous driving and simulation created from nothing but two cameras and GPS in downtown San Francisco
Lyft Level 5 Dataset Level 5 is developing a self-driving system for the Lyft network. We're collecting and processing data from our autonomous fleet and sharing it with you
holicity 87 almost 3 years ago A City-Scale Data Platform for Learning Holistic 3D Structures
UTD19 Largest multi-city traffic dataset publically available
ASTYX HIRES2019 DATASET Automotive Radar Dataset for Deep Learning Based 3D Object Detection
Objectron 2,234 over 2 years ago A collection of short, object-centric video clips, which are accompanied by AR session metadata that includes camera poses, sparse point-clouds and characterization of the planar surfaces in the surrounding environment
ONCE dataset A large-scale autonomous driving dataset with 2D&3D object annotations

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