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awesome-industrial

Curated list of Industry 4.0 research, popular events, open-source software projects and learning resources that are worth looking into!
https://github.com/BuiltInDetroit/awesome-industrial

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  • Industrial Computer Programming

  • Open Source Projects

    • Machine Vision

      • OpenCV - Apache%202.0-yellow.svg)](https://www.apache.org/licenses/LICENSE-2.0) [![OpenCV Repo](https://img.shields.io/badge/Link%20to-Code-red)](https://github.com/opencv/opencv) [![OpenCV Docs](https://img.shields.io/badge/Link%20to-Docs-blue)](https://docs.opencv.org/) - Library for building real-time computer vision systems.

    • Platforms

      • Eclipse BaSyx - EPL%202.0-brightgreen.svg)](https://spdx.org/licenses/EPL-2.0.html) [![Eclipse BaSyx Code](https://img.shields.io/badge/Link%20to-Code-red)](https://git.eclipse.org/r/plugins/gitiles/basyx/basyx) [![Eclipse BaSyx Docs](https://img.shields.io/badge/Link%20to-Docs-blue)](https://wiki.eclipse.org/BaSyx) - Provides software application middleware for end users interested in implementing Industry 4.0 within industry and academia.
      • United Manufacturing Hub - AGPL%20v3-blue.svg)](https://www.gnu.org/licenses/agpl-3.0) [![United Manufacturing Hub Code](https://img.shields.io/badge/Link%20to-Code-red)](https://github.com/united-manufacturing-hub/united-manufacturing-hub) [![United Manufacturing Hub Docs](https://img.shields.io/badge/Link%20to-Docs-blue)](https://docs.umh.app/docs/) - Industrial IoT and manufacturing application platform enabling users to connect, store, and access all relevant data sources in industrial manufacturing sites and build user-centric dashboards and applications.

    • Robotics

      • Robot Operating System (ROS) - Apache%202.0-yellow.svg)](https://www.apache.org/licenses/LICENSE-2.0) [![Robot Operating System Repo](https://img.shields.io/badge/Link%20to-Code-red)](https://github.com/ros2) [![Robot Operating System Docs](https://img.shields.io/badge/Link%20to-Docs-blue)](https://docs.ros.org/) - Robotics middleware suite which provides low-level device control, message passing infrastructure, mapping, localization, perception and simulation tooling.
      • ROS Q&A Forum - Question and answer forum for newcomers to the Robot Operating System (ROS) project.
      • ROS General Discussion Forum - Discussion forum for news, help and other related topics about the Robot Operating System (ROS) open-source project.

    • Simulators

      • Manufacturing Line PackML MQTT Simulator - MIT-orange)](https://spdx.org/licenses/MIT.html) [![Manufacturing Line PackML MQTT Simulator Repo](https://img.shields.io/badge/Link%20to-Code-red)](https://github.com/Spruik/PackML-MQTT-Simulator) - Manufacturing line simulation platform that utilizes PackML implemented over MQTT.

  • Industry Nonprofit Organizations

  • Video Channels

    • Simulators

      • ETH Zurich Autonomous Systems Lab - Novel autonomous systems research and concepts for robotics operating on the ground, air, water and other challenging environments.
      • MinutePROFINET - Short, approachable videos on the PROFINET Industrial Ethernet protocol.
      • omlox - Short, educational videos on omlox, an open locating standard, which provides a real-time asset/product tracking standard for networked industrial factories.
      • PyTorch - Tutorials and conference talks about PyTorch, a popular, open-source Machine Learning framework.
      • RealPars - Short videos, with extremely high production value, covering everything from industrial factory maintenance to industrial control systems to industrial computer programming.
      • ROS-Industrial (ROS-I) Consortium - Open-source project that extends the use of the Robot Operating System (ROS) for industrial and manufacturing-oriented use cases. The ROS-I YouTube channel contains talks from industry partners on how they are leveraging ROS-I in industrial robots, presentations on robotics research and recaps of annual ROS-I industry meetings.
      • 3Blue1Brown - Rich, animated and entertaining video tutorials on various mathematics topics that are typically related to physical product simulations (differential equations) and Machine Learning (linear algebra, eigenvalues).

  • Trade Shows and Events

    • Simulators

      • Automate - Bi-annual robotics, machine vision and industrial automation show held in Detroit, Michigan.
      • Hannover Messe - Annual manufacturing technology show held in Hanover, Germany that is intended to demonstrate the latest industry trends in manufacturing and energy distribution. A core focus of this show is "digitalization" of traditional industry.
      • International Manufacturing Technology Show (IMTS) - Bi-annual manufacturing technology show in North America which typically includes several talks, exhibits and vendors that feature Industry 4.0 and Digital Manufacturing. This show is held in Chicago, Illinois.
      • International Manufacturing Technology Show (IMTS) - Bi-annual manufacturing technology show in North America which typically includes several talks, exhibits and vendors that feature Industry 4.0 and Digital Manufacturing. This show is held in Chicago, Illinois.

  • Newsletters and Digital Magazines

    • Simulators

      • AI Weekly - Weekly newsletter containing a collection of news and opinions regarding Artificial Intelligence developments, a summary of "What's New" in the robotics industry and upcoming industry events.
      • Computer Vision News - Monthly newsletter and digital magazine that surfaces the latest developments in the Computer Vision and AI communities across multiple domains. This newsletter is designed to fill the empty space between scientific journals and commercial publications.

  • Other Awesome Lists

  • Code of Conduct

Programming Languages
Python 4 JavaScript 1 Rust 1 Julia 1 C# 1
Categories
Other Awesome Lists 19 Industrial Computer Programming 10 Video Channels 7 Open Source Projects 7 Industry Nonprofit Organizations 5 Trade Shows and Events 4 Newsletters and Digital Magazines 2 Code of Conduct 1
Sub Categories
Simulators 39 TypeScript 9 Robotics 3 Platforms 2 Machine Vision 1 Python 1
Keywords
awesome 9 awesome-list 8 machine-learning 2 list 2 webgl 2 csharp 2 julia-language 1 julialang 1 programming 1 programming-language 1 resources 1 scientific-computing 1 collections 1 python 1 python-framework 1 python-library 1 python-resources 1 rust 1 amd 1 arm 1 glsl-editors 1 khronos 1 nvidia 1 opengl 1 qualcomm 1 vulkan 1 vulkan-api 1 vulkan-libraries 1 clr 1 dotnet 1 fsharp 1 dotnet-core 1 microsoft 1 deep-learning 1 deep-learning-tutorial 1 deep-networks 1 face-images 1 neural-network 1 recurrent-networks 1 altium 1 eagle 1 electronics 1 gerber 1 hardware 1 kicad 1 pcb 1 agplv3 1 awesome-lists 1 collection 1 computer-science 1