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    Learning Resources

    ID 319053142 © John6863373 | Dreamstime.com
    dreamstime_xxl_319053142
    Sponsored
    Discover how lighting can elevate your machine vision projects and learn essential techniques for using light to create visual contrast in product inspection images with Perry...
    June 25, 2025
    © Miklos Polgar | Dreamstime.com
    Red and green fruit
    Sponsored
    See what visible light can’t. Explore practical machine vision use cases powered by SWIR imaging and learn how this technology is unlocking new possibilities in automated inspection...
    June 4, 2025
    _x8a4505
    Sponsored
    Explore how MWIR hyperspectral imaging solves black plastic sorting challenges. Get technical insights and integration tips—download the white paper.
    April 23, 2025
    ID 353980663 © Justlight | Dreamstime.com
    dreamstime_l_353980663
    Sponsored
    Join our webinar to explore how machine vision technologies, from 2D and 3D imaging to non-visible spectral and thermal systems, are revolutionizing automated inspection in manufacturin...
    May 22, 2025

    Cameras and Accessories

    Photo/IDS
    ids_ueye_sle_vsd
    Cameras especially designed for machine vision applications such as process monitoring, inspections.
    May 13, 2025
    Photo/Pixelink
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    Camera designed for a variety of machine vision functions such as inspection applications.
    May 2, 2025
    Photo/e-con Systems
    econ_sturdecam88_vsd
    Camera designed for machine vision tasks in indoor and outdoors settings for robotics, autonomous vehicle applications.
    May 1, 2025
    Photo/LIM Technologies
    lim_gocator_6300_vsd
    Profilers designed for 2D/3D high speed scanning for automated inspection applications for semiconductors, EV batteries.
    April 29, 2025

    Factory Automation

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    Vision Systems Design recognizes innovative machine vision products and technologies in bronze, silver, gold, and platinum categories.
    May 12, 2025
    Courtesy of InDeep solutions
    Figure 1: At TI Fluid Systems, steel strips move on a production line at a rate of 95 meters per minute, or 1,580 mm per second.
    InDeep-solutions and phil-vision opted for a contact image sensor system, providing higher resolution and fewer false positives than an earlier camera-based solution.
    April 17, 2025
    Courtesy of IMAGO Technologies | Adobe Stock by Ariep, Image ID #972142848
    Figure 1: Resolving unexpected disruptions during manufacturing requires a clear understanding of the root causes of the problem.
    The development of industrial dashcams adapts the core concept of vehicle dashcams for industrial applications.
    March 13, 2025
    Courtesy of Opto Engineering
    Figure 1: Robooptic Systems developed a robotic process to assembly and inspect automotive courtesy lights
    The automated process from Robooptic Systems handles assembly and inspection processes for automotive courtesy lights in less than seven seconds per part.
    Feb. 27, 2025

    Non-Factory Automation

    ID 356933713 | Machine © Vladimir Zlotnik | Dreamstime.com
    Figure 1: Distribution yards have been pain points in the supply chain, in many cases because of delays in the movement of freight in and out of the yard. However, recent innovations using AI-assisted solutions may be the key to loosening up the bottleneck.
    Efficiency, speed, scalability drive trend of AI-based machine vision logistics solutions
    April 14, 2025
    Courtesy of Carbon Robotics
    Figure 1: Carbon Robotics markets an autonomy kit—including machine vision components and deep learning algorithms—as well as a self-contained system to kill weeds using lasers.
    The kit—enabled with deep learning and machine vision—follows the company's launch of the LaserWeeder G2.
    April 9, 2025
    ID 203157943 | Machine © Phuttaphat Tipsana | Dreamstime.com
    Figure 1: Stereo vision is often used in vision guided robotics in warehouses.
    Stereo vision, a type of 3D sensing, is often used in vision-guided robotic applications in warehouses.
    March 31, 2025
    Courtesy of John Deere
    Figure 1: The Autonomous 9RX Tractor for Large-Scale Agriculture uses cameras in pods with overlapping FOV.
    The new fleet incorporates updated machine vision technology with a longer perception range than the first generation technology.
    Jan. 15, 2025

    Embedded Vision

    Courtesy of Scheucher Holzindustrie GmbH
    Figure 1: The individual planks of Scheucher's flooring click together.
    Scheucher Holzindustrie GmbH in Austria uses a smart camera and neural network to evaluate the application of glue between layers of engineered wood flooring planks.
    May 8, 2025
    Photo/Cognex
    cognex_in_sight_8900_vsd
    System designed for machine vision applications such as automated inspections, performed by OEMs in highly regulated industries.
    March 28, 2025
    Liu Z, Zhong X, Wang C, Wu G, He F, Wang J and Yang D (2025) Rapid and accurate detection of peanut pod appearance quality based on lightweight and improved YOLOv5_SSE model. Front. Plant Sci. 16:1494688. doi: 10.3389/fpls.2025.1494688
    Figure 1: The image acquisition setup included: 1) box enclosure 2) light source 3) webcam 4) camera mount 5) conveyor 6) operating platform 7) Raspberry Pi
    The model uses a YOLO variant to inspect and classify the surface appearance of peanut pods. It is suitable for embedded computing platforms.
    March 4, 2025
    Courtesy of SICK
    Figure 1: SICK's acquisition of Accerion expands the company's solution set for autonomous mobile robots.
    Accerion specializes in edge-based AI-enabled image processing for navigation of autonomous mobile robots using optical sensors.
    Feb. 5, 2025

    Boards and Software

    ID 80800241 | Machine Vision © Dashark | Dreamstime.com
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    How much do you know about deploying deep learning algorithms in machine vision and imaging applications? Take this fun quiz from Vision Systems Design to find out.
    May 6, 2025
    Photo/Specim
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    Software part of platform designed to enable integrators to easily design and implement hyperspectral imaging machine vision solutions.
    May 5, 2025
    Courtesy of MVTec
    Figure 1: Deep-learning-based object detection localizes trained object classes and identifies them with a surrounding rectangle (bounding box).
    There are numerous deep-learning methods available for developing machine vision systems or applications. Using commercial software tools, even non-experts use deep learning. ...
    April 30, 2025
    Photo/MVTec
    mvtec_merlic_5
    Software especially designed for simplified creation, integration, and deployment of machine vision applications.
    April 24, 2025
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