Friend or foe? It all starts with excellent images from the FarmWise Intelligent Plant Scanner running a highly refined foundation model. The blue dot represents the stem of the plant to ensure that the Vulcan robotic weeding implement carefully kills the weeds but doesn’t harm the target crop.
Greg Chiocco’s Post
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A view through the keyhole! This is what the Intelligent Plant Scanner sees on each row of the FarmWise Vulcan robotic weeding implement. Using a foundation model, the outline and stem of each organic lettuce plant and beneficial insectary Alyssum are precisely located along with a real time speed calculation using visual odometry techniques (with a single camera!). This video was captured at a little over 1 mph but the picture looks the same in excess of 15 mph.
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🌱 🌽 Ever heard about #NDVI? Curious about what NDVI stands for and how this technology can benefit agriculture? Dive in to learn more 🔽 #Luxonis #OAKCamera #DepthAI #AI #Agriculture
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𝗡𝗲𝘄 𝗦𝗣𝗢𝗧 𝗨𝘀𝗲 𝗖𝗮𝘀𝗲: 𝗪𝗲𝗲𝗱 𝗖𝗼𝗻𝘁𝗿𝗼𝗹🌿 During the recent annual meeting of the Weed Science Society of America, Joe Johnson, a doctoral student at Texas A&M University, presented his research project on using a robot for weed control. He took SPOT, a robot built by Boston Dynamics, equipped it with a propane torch attached to a six-axis arm and trained it to detect common sunflowers in a cotton field. The research's results were impressive. The weeds were destroyed with a 2,642-degree flame with 97.3% accuracy. Spot did an excellent job. Although the research may seem like a novelty at first glance, using a four-legged robot like Spot offers some distinct advantages, Johnson said. For instance, compared to an autonomous wheeled robot, the robot dog is smaller and more agile, which reduces the risk of crop damage. Read more: https://lnkd.in/gEvfMGAP
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"Introducing Farm Droid - The Revolutionary Autonomous Planter and Weeder! 🚀 Embrace the future of farming with this cutting-edge innovation that automates planting and weeding tasks like never before. Say goodbye to manual labor and welcome a new era of efficiency and productivity on the farm! 🌱 #FarmDroid #Innovation #FarmingRevolution"
How does FarmDroid FD20 work?
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A modern and alternative way to transform your business. Here's how Robot One revolutionizes weed removal with our 'Scan and Act' process: https://lnkd.in/eT-tFTVU 1: Sow Your Crop: Begin your season as usual. 2: Set the Example: Keep the first 100 meters (about 500 individual plants) weed-free and in optimal condition. 3: Teach Robot One: As it scans the soil, Robot One learns from your example. It identifies the plants you've nurtured and the weeds you've removed. 4: Autonomous Weeding: With your guidance, Robot One now recognizes your crop and can automatically remove unwanted weeds. It's that simple! With your knowledge and Robot One's precision, chemical-free farming has never been easier. Join us at Agritechnica 2023! Hal 25, stand H29 at the Dutch paviljon. #pixelfarming #agrobot #agritech #futurefarming #futurefoodtech #Agritechnica2023 #AgTech #ModernFarming
Scan and Act: Robot One learns to recognize your crop from your example
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Stay ahead in weed management with Sentera's new Aerial WeedScout platform! Discover how innovative technology is transforming weed management from this article from No-Till Farmer. Read more here: https://hubs.ly/Q02GQb7r0
Ahead of the Curve: Aerial WeedScout
no-tillfarmer.com
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Here’s a great conversation that we had with Alex Thomasson about emerging robotics in cotton harvesting. Download and listen to the podcast!
Professor, Dept. Head, & Berry Endowed Chair, Dept. of Agricultural and Biological Engineering; Director, Agricultural Autonomy Institute; Mississippi State University
You may be interested in hearing about the work being done on ROBOTIC COTTON HARVESTING at Mississippi State University (13 minutes)♫ https://lnkd.in/gzHU6a4P
Autonomous Cotton Harvesting for the Future - The Lead with ASABE | iHeart
iheart.com
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Absolutely love this update! Collecting soil compaction data with a robot sounds like the perfect blend of innovation and adventure. From tackling challenges to achieving milestones, here's to celebrating small victories and the determination that gets us through! 💪 #InnovationInAgriculture #SoilScience #Robotics #PrecisionAgriculture #Engineering
We are collecting soil compaction data with our robot. Yesterday, we tested two custom-made penetrometers to take readings simultaneously. There were a few challenges with the penetrometer cone size, and we broke our soil moisture sensor, but it worked out great in the end. The robot collects data from the mapped points based on the Croptimistic Technology Inc. SWAT zones. P.S. This project is not sponsored by Lay's 😅 Aitazaz A Farooque, PhD, P.Eng Gurjit Randhawa, Ph.D. Andrew Fraser, EIT YUVRAJ SINGH GILL
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The Biomechanism and Bioenergy Research journal considers and publishes original peer-reviewed research manuscripts in all technical aspects of Ag and Biosystems Engineering
Development of a Guidance System for an Agricultural Wheeled Robotic Platform in Row Crop Fields Hossein Behfar, Fahime Hashemi, Arezu Nobakht Volume 3, Issue 1, June 2024, Pages 14-25 Keywords: Robotic Platform; Vision-Based Navigation; Differential Steering; Pulse Width Modulation (PWM); Crop Row Detection https://lnkd.in/gtw746eR #Robotic_Platform; #Vision_Based_Navigation; #Differential_Steering; #Pulse_Width_Modulation_(PWM); #Crop_Row_Detection
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Director, Advisor & Consultant to companies in Robotics, ML, Agriculture and Construction
2moNice images indeed.