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Curated list of Industry 4.0 research, popular events, open-source software projects and learning resources that are worth looking into!

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Industrial Computer ProgrammingOpen Source ProjectsIndustry Nonprofit OrganizationsVideo ChannelsTrade Shows and EventsNewsletters and Digital MagazinesOther Awesome Lists

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What's inside

Video Channels

  • 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).

  • ETH Zurich Autonomous Systems Lab

    Novel autonomous systems research and concepts for robotics operating on the ground, air, water and other challenging environments.

  • JetsonHacks

    Overviews and tutorials focused on the NVIDIA Jetson Developer Kit along with great project ideas for university student groups.

  • 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.

Newsletters and Digital Magazines

  • 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.

  • Weekly Robotics

    Weekly newsletter that consolidates notable industry developments, latest robotics research, blog posts, startup investments in robotics companies and open-source projects of interest.

Industry Nonprofit Organizations

Trade Shows and Events

  • 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.

Industrial Computer Programming

Open Source Projects

  • Eclipse BaSyxPlatforms

    Provides software application middleware for end users interested in implementing Industry 4.0 within industry and academia.

  • Manufacturing Line PackML MQTT SimulatorSimulators

    Manufacturing line simulation platform that utilizes PackML implemented over MQTT.

  • OpenCVMachine Vision

    Library for building real-time computer vision systems.

  • Robot Operating System (ROS)Robotics

    Annual networking and educational conference for system developers of all experience levels (beginners to experts) that utilize the

  • ROSConRobotics

    Annual networking and educational conference for system developers of all experience levels (beginners to experts) that utilize the

  • ROS General Discussion ForumRobotics

    Discussion forum for news, help and other related topics about the Robot Operating System (ROS) open-source project.

Showing a sample of 53 resources. View the full list on GitHub →