John Deere Introducing Next Generation Perception Autonomy Kits

Mon, 06 Jan 2025 18:30:00 GMT

John Deere is taking a step forward in autonomy and the technology retrofit market.

Chief Technology Officer Jahmy Hindman describes the effort as “real purpose, real autonomy”. He says the manufacturer is responding to the ongoing labor crunch that is causing headaches across the agriculture industry both domestically and abroad.

To help its users continue to farm with less reliance on human labor, John Deere has announced a suite of new retrofit autonomy kits for tractors and tillage implements, orchard sprayers, and even for the commercial landscape and construction equipment segments.

The kits feature redesigned camera arrays and rugged NVIDIA processing units paired with Blue River Technology’s machine learning algorithms, enabling John Deere machines to autonomously mimic how a human operator would react in the driver’s seat, without anyone actually sitting in the driver’s seat.

Let’s dive in and learn more about what John Deere is launching this week at the 2025 Consumer Electronics Show (CES) in Las Vegas, Nevada.

What’s New for Tractors?
John Deere and its integrated Blue River Technologies team have re-architected what it is calling its Next Generation Perception System autonomy retrofit kits. The kits are made for model year 2022 and newer 9R and 9RX tractors, and model year 20.5 and newer 8R and 8RX tractors. Also coming from John Deere is autonomy on its 5ML Series tractors.

To go along with its autonomous tractor kits, there are retrofit kits that outfit select 2017 and newer John Deere tillage implements with additional lighting, a GPS receiver mast, and harnessing for fully autonomous tiling. These autonomy ready features are factory installed as a base package for select model year 2025 tillage tools. Today, the system is only compatible with John Deere tillage implements with the autonomy kits installed, but in the future Deere is working towards compatibility with third-party tillage tools.

The new autonomy kits are made for model year 2022 and newer 9R and 9RX tractors , and model year 20.5 and newer 8R and 8RX tractors, as well as select John Deere tillage tools.

(Photos courtesy of John Deere)

Both autonomy kits will be sold within John Deere’s Precision Upgrades product segment, which the company re-branded in 2023. So far, the kits have been field tested across thousands of acres of cropland. John Deere representatives anticipate the kits will one day be compatible with planting, harvesting, and broad acre application machines. But today, autonomous field tillage is the first domino to fall.

“This expands our autonomous capabilities dramatically,” says Willy Pell, CEO, Blue River Technologies. “Farmers should not have to buy a new tractor to experience autonomy.

Pell adds the kits were designed with ease of installation in mind, especially for tractors and implements that come autonomy ready from the factory.

Let’s dive deeper into some of the components that enable autonomous capabilities within the Next Generation Perception Kits.

Let’s start with the kit’s redesigned camera arrays, which are installed onto the top of a compatible tractor model’s cab and wired into the control module. Within that new camera array are 16 stereo cameras that shoot continuously at triple overlap, giving the system a 360-degree field of vision around the tractor with plenty of redundancy for sensing crops, obstacles, potential humans and other hazards in the field.

What those cameras “see” is processed on ruggedized NVIDIA Jetson GPUs that can withstand temperatures down to -40 degrees F. With the cameras operating as the eyes of the system, the Jetson units serve as the brains and connective tissue, using edge processing to read, react, and fire off commands to the machine just as a human operator would.

Farmers that experienced John Deere’s tractor autonomy kits in the past – this version represents the second evolution of the technology since John Deere introduced it in 2022 – told the company they wanted the driver-less machines to cover more acres in a day, or night. John Deere made that happen, increasing speeds 40% to 12 mph with this iteration, and lighting kits have been added on to allow around-the-clock field work.

“We want to meet customers where they’re at today; our customers across the Midwest want to customize their tillage setups with various tools of different sizes and configurations, and we want to make as many of those tools autonomy capable with one system as possible, and that’s what we’ve done with the Generation 2 Perception System,” says Aaron Wells, Engineering and AI Systems, Blue River Technologies. “This is real autonomy that I can set, forget, and run in the field or monitor using John Deere Operations Center Mobile.”

Local John Deere dealers will have a limited number of kits available for 2025 with a full launch tabbed for 2026.

Orchard tractors and sprayers
The Next Generation Perception System kit has been slightly tweaked for permanent orchard crop growers. Those growers generally use lower horsepower machines with narrower footprints to complete tasks between trellised rows of grapes, tree nuts, and other orchard crops like apples.

In California’s massive specialty crop industry, John Deere says that over 50% of machine operator jobs posted by farming operations are going unfilled. John Deere believes its autonomy kits can lessen that reliance on seasonal labor and help farmers hit tight production windows in order to maximize yields.

The Next Generation Perception kit for orchard tractors and sprayers features fewer camera arrays than the row crop kit but adds an integrated LiDAR sensor to 3D image tree canopies and orchard trellising in real-time.

(Photos courtesy of John Deere)

Whether we’re talking about the large tractor autonomy kits or the orchard tractor-sprayer kit, the systems share many common components. Rather than needing 16 stereo cameras, the autonomous orchard tractor kit deploys seven cameras alongside three LiDAR sensors. The LiDAR sensors provide a real-time 3D image of vine and orchard crops as the tractor moves around the orchard, giving the machine the ability to tell the pull-behind sprayer implement where to apply and where not to apply.

The 5ML Specialty Tractor, along with the key Precision Essentials technology that will enable autonomy, JDLink Modem, StarFire Receiver, G5 Display, and John Deere Operations Center are all available today, with the autonomy kit being available in limited quantities in 2026.

“We’ve developed this incredible second-generation technology that allows us to scale across different crops and new industries,” says Igino Cafiero, CEO and founder, Bear Flag Robotics. John Deere acquired Bear Flag in 2021 for $250 million.

Something for your side hustle?
I have no data to back this up, but I would guess there might be some row crop farmers out there that might own commercial landscaping, construction, or excavation businesses in addition to farming full time.

For the commercial landscape segment, John Deere has extended its next Generation Perception kit to automate a new green and yellow autonomous battery electric zero-turn mower.

This autonomous battery powered commercial lawn mower remains in the concept stage today but John Deere anticipates it being available for landscape professionals in the future.

(Photos courtesy of John Deere)

While still in the concept stage of development, the commercial mower can be programmed to autonomously cut common professional landscaping patterns while its operator monitors the machine from nearby with what looks and feels like a beefed-up Xbox controller. There is also a rear standing deck that can be flipped down, with dedicated operator controls on the machine, in case the operator feels like hopping onboard and steering the mower.

And for the construction world, John Deere has applied the next Generation perception kit to create a driverless commercial dump truck. The truck can autonomously move material from Point A to Point B and even know exactly where it needs to dump its load. Site workers can use the John Deere Operations Center to define ideal routes and start, stop, and unload the giant diesel-powered machines from outside of the cab.

Again, like their row crop and specialty crop farming brethren, commercial landscape and construction firms are also feeling the squeeze of the labor shortage.

“There’s no better story, I think, than using technology for the benefit of humanity. It is our purpose and what pulls all of this together,” Hindman says. “Our number one mission in developing these kits is to help reduce the dependency on unskilled labor. We think autonomy is a significant answer to solving that dilemma for our customers.”

To learn more about the Next Generation Perception System head to Deere.com/autonomy

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John Deere Introducing Next Generation Perception Autonomy Kits