Artificial Intelligence System Wins UF Honors

Ernie NeffAwards, Technology

Yiannis Ampatzidis

UF Innovate | Tech Licensing recently recognized an artificial intelligence (AI) system known as Agroview as a UF Invention of the Year. The AI system was invented by Yiannis Ampatzidis and his research team at the University of Florida Institute of Food and Agricultural Sciences Southwest Florida Research and Education Center (SWFREC).

The system utilizes images from drones and satellites and from the ground, along with artificial intelligence, to assess plant stress, count and categorize plants based on their height and canopy area and estimate plant nutrient content. Agroview can reduce data collection and analysis time and cost by up to 90 percent compared to manual data collection, Ampatzidis said.

“Florida and U.S. growers can use this novel technology to count plants and predict yield, to detect stressed plant zones earlier and to develop maps for precision and variable-rate fertilizer applications,” said Ampatzidis, an assistant professor of agricultural and biological engineering. “The maps can optimally apply fertilizers, reduce application cost and reduce environmental impact. We truly believe that this AI-based technology could help Florida and U.S. producers improve crop productivity and management.” 


A spinoff company called “Agriculture Intelligence Inc.,” was created, which provides Agroview’s services to growers.

“The Agroview product developed by Dr. Ampatzidis’ program provides the key for connecting UAV imagery to grower decisions. This product bridges a gap that existed between research and on-the-ground, everyday use,” said Kati Migliaccio, chair of the UF/IFAS agricultural and biological engineering department. “Dr. Ampatzidis uses AI in his programs to automate processes that have traditionally been completed in more resource-expense ways. These efforts will allow for greater efficiency and optimization of the agricultural production process, which is necessary to meet future global food needs.”

“We have typically worked on standard inputs such as fertilizer, water and pesticides,” said Kelly Morgan, SWFREC director. “Agroview is an example of the new emphasis on precision agriculture by the research center. This program will make growers in Florida much more efficient and result in far less environmental impact. This product of SWFREC should result in lower inputs of fertilizer, water and pesticides.”

Learn more about the Agroview system here.

Source: University of Florida Institute of Food and Agricultural Sciences

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