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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