“The autonomous 8R tractor collected more than 50 million images during in-field testing for the last three years,” says Willy Pell, VP autonomy and new ventures at John Deere. In addition, the machine continuously checks its position relative to a geofence to ensure it is operating where it is supposed to, within less than an inch of accuracy.
This determines whether the machine continues or stops.
READ MORE: Q&A: Jahmy Hindman, chief technology officer at John DeereĮquipped with six pairs of stereo cameras that enable 360° obstacle detection and distance calculation, the images are passed through a network that classifies each pixel in about 100 milliseconds. 
“Farmers must also work through the variables like changing weather conditions, variations in soil quality, and managing weeds and pests – all of which impact the ability to farm during critical times of the year.” “The global population is expected to grow from about 8 billion to nearly 10 billion people by 2050, increasing global food demand by 50%,” says Jahmy Hindman, chief technology officer at John Deere. Unveiled at the 2022 Consumer Electronics Show, the machine combines the 8R tractor, a TruSet-enabled chisel plow, a GPS guidance system, and advanced technologies. In a time when farmers are challenged to produce more with less available land and skilled labor, John Deere is responding with its fully autonomous 8R tractor.
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