• Environment and Agriculture

    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
    Courtesy of John Deere
    Figure 1: The Autonomous 9RX Tractor for Large-Scale Agriculture uses cameras in pods with overlapping FOV.
    Jan. 15, 2025
    Di Wang et al, Texas A&M University
    Figure 1: Researchers from Texas A&M University created a robotic weeding system using heat from a flamethrower. The system incudes one RGB-D camera and two thermal cameras.
    Aug. 16, 2024
    Courtesy of Aris BV
    Figure 1: Using machine vision and AI, SnappArt automates the process of quantifying and assessing live feed used in hatcheries, such as the Rotifer pictured here.
    May 31, 2024
    Photo/Boulder Imaging-IdentiFlight
    An image of a bird flying near a wind turbine, captured by IdentiFlight.
    May 10, 2024
    Photo/TNC Nathaniel Rindlaub
    TNC staff troubleshooting a camera on Santa Cruz Island.
    Jan. 31, 2024
    Photo 110619394 © Dmitry Panchenko | Dreamstime.com
    vsd_dreamstime_s_110619394
    Nov. 15, 2023
    Courtesy of Bloomfield Robotics
    Vsd Bloomfield Camera
    July 7, 2023
    Courtesy of John Deere
    Vsd John Deere See & S Ppray
    May 5, 2023

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