Although they promise streamlined farming operations, higher yields and greater costs savings for growers, how much of AI and machine learning in agriculture today is more hype than reality?
By interconnecting crops, tools and vehicles to smart devices and sensors, farmers will be able to produce more while saving money and conserving natural resources by making the right decision at the right time based on data.
While there has been significant growth in the agricultural sensors industry, there is still a lot more to be done. As of now, sensors contribute to just a part of the precision farming industry.
Desiree Kaplan for GreenMatters: Basically, the robot is towed behind a tractor and uses its cameras to automatically identify, target, and destroy weeds with nearly perfect accuracy.
Jim Breen for Agriland: As a leading farm equipment company, we strive to anticipate technological change. Case IH already offers technologies that play a part in this exciting new era.
Pranbihanga Borpuzari for ET Online: A robotic arm uses these coordinates to pick the cotton and the arm, then uses a vacuum for precision picking of cotton and avoids picking any other contaminant.
Lauren Scrudato for Laboratory Equipment: They completed the task with basic, commercially-available agriculture machines and open-source software typically used to guide hobbyists' drones.
Jack Zemlicka for Precision Farming Dealer: For the first time in the 13-year history of the study, recruiting and retaining technicians ranked atop the list of dealer concerns, with some 92% saying they are "concerned" about the availability of technicians.
Blue River has designed and integrated computer vision and machine learning technology that will enable growers to reduce the use of herbicides by spraying only where weeds are present, optimizing the use of inputs in farming - a key objective of precision agriculture.
Adele Peters for Fast Company: The acquisition of a computer vision startup speeds the company's goal of helping farmers grow enough food for an exploding global populatio
Lars Wecks for Trend in Tech: A new camera from Cubert, working in collaboration with VITO Remote Sensing and imec, based on research from the European Space Agency, is bringing high-resolution details to precision farming.
Sentera introduces the latest update to its high-precision sensor product line, the Quad Sensor. Featuring four fully customizable imagers, the multispectral Quad Sensor is a precision agriculture, data-collection powerhouse.
USAgNet: So what are retailers anticipating in 2017? Some 59% of all dealers forecast revenue growth of at least 2% this year, with about 15% projecting growth of at least 8%.
Nat Williams, Illinois Farmer Today: Precision equipment has streamlined farming in recent years. But what happens when something goes awry while the operator is in the middle of fieldwork?
Geoffrey Ling, Blake Bextine for Scientific American: Combining sensors and imaging of every plant with real-time data analytics improves farm outputs and reduces waste
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