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CNH

Building autonomous combines

CNH
TagsProduction FloorManufacturing
CNH
TagsProduction FloorManufacturing

How do you turn a combine into a “factory on wheels”? For CNH Industrial, the answer lies in bringing AI from the lab to the field—embedding smart algorithms directly into their machines.

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CNH_Driving on the field. Agricultural machinery, tractor. Conception of harvest By mstandret_envato

Catch up quickly

CNH Industrial partnered with ML6 to accelerate the integration of AI algorithms into embedded hardware for their autonomous combines. Together, they successfully deployed an algorithm onto a multispectral camera, enabling faster production and efficient knowledge transfer. The collaboration not only sped up the deployment but also equipped CNH’s teams with the expertise to independently manage future embedded AI use cases.

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About this client

CNH Industrial is a global leader in capital goods that implements design, manufacturing, distribution, commercial and financial activities in international markets. Through their 12 brands, CNH Industrial makes the vehicles that keep agriculture and industry growing. 

‍Among other projects, CNH Industrial is working towards combines that work autonomously, like a “factory on wheels”. To do so, they are developing a wide range of automatic features for combines. The Electronics group, responsible for bringing Proof of Concepts into production, worked with ML6 to accelerate the integration of their AI algorithms into existing embedded hardware. 

Impact

CNH Industrial sought ML6's assistance in efficiently transferring an algorithm from training environments to embedded hardware systems in combines, enabling them to rapidly acquire the required knowledge and successfully deploy the algorithm on a multispectral camera, ultimately accelerating production and gaining expertise for future embedded system deployments.

Challenge

With innovation high on the agenda, CNH Industrial has developed strong AI capabilities in-house.  As the use cases are custom and complex, the organization looks to build up internal knowledge on how to build, deploy, monitor and improve algorithms. More specifically, CNH Industrial was looking to build internal knowledge on how to move algorithms from training environments to embedded hardware systems in combines. 

Working with ML6 is investing in our own people. We believe it’s important that we have internal knowledge, and through our collaboration we received a knowledge transfer in a very efficient way to bring our people to a higher level. We buy knowledge, we buy flexibility, we make an investment in our people towards the future.
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Lead EngineerCNH

Solution

To build up that knowledge as quickly and efficiently as possible, CNH Industrial turned to ML6 to help move an algorithm to a multispectral camera. ML6 helped downscale and optimize the algorithm and helped get it embedded by working together with the camera provider.

Results

Through the collaboration, CNH was able to go into production much faster. They now also have the necessary expertise to deploy algorithms on an embedded system for future use cases. 

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Jan Gerlo
Jan GerloClient Partner, ML6

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Jan Gerlo
Jan GerloClient Partner, ML6

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