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Off-road Autonomy

Vision intelligence for off-road machinery

Stereolabs enables robust 3D perception for machinery to operate safely and efficiently in challenging outdoor environments.

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Challenges for vision in off-road environments

Off-road environments present unique challenges for machine vision systems. From unpredictable terrain to extreme weather, machines must operate safely and efficiently despite harsh and variable conditions.Whether enabling autonomous capabilities or enhancing operator awareness, vision technology must deliver consistent and high-performance sensing.

Navigating unstructured terrain

Off-road environments are unpredictable with uneven ground, steep slopes, and natural obstacles. Machines need advanced perception to safely navigate terrain where no clear path exists.

Sensor reliability in harsh conditions

Vibration, dust, rain, and extreme temperatures put sensors to the test. Reliable autonomy demands rugged, high-performance vision systems that can withstand the toughest environments every day.

Adaptation to dynamic environments

Off-road conditions shift constantly with weather, vegetation, and human activity. Autonomous machines require real-time sensing and intelligence that never rely solely on static maps or outdated data.

How Stereolabs solves these challenges

Off-road autonomy is advancing rapidly, but delivering reliable performance in these environments depends on perception systems that can keep up. Stereolabs helps innovators in construction, agriculture, mining, and defense bring safer and more capable autonomous machines to life with intelligent 3D vision at the core.

Supporting reliable autonomy in harsh environments

Off-road autonomy needs perception systems that keep working through mud, rain, vibration, and extreme temperatures. Stereolabs technology supports deployments where traditional sensors fall short, helping machines stay aware in any environment.

Powering intelligence that reacts in real time

Environments change fast in the field. Whether it is shifting terrain, moving vehicles, or unexpected obstacles, Stereolabs enables autonomy systems to sense and respond instantly with the real-time intelligence needed for safe operation.

Enabling real-time terrain understanding

From steep slopes to soft ground and dense vegetation, navigating unstructured terrain demands accurate 3D vision. Stereolabs helps off-road systems build spatial awareness in real time to support autonomy.

Maruyama

“We’re helping people avoid contact with hazardous environments. It’s a real step forward for comfort and safety — especially for elderly farmers.”- Ogawa Yasuhiro, Business Development Department at Maruyama MFG Co Inc
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Monarch Tractors

Our technology gives sight to the Founder Series MK-V, the world’s first fully electric, driver optional, smart tractor. Built by Monarch Tractors, the MK-V enhances farmers’ existing operations, alleviates labor shortages and maximizes yields.

POWERED BY

ZED X, TERRA AI AND ZED SDK

One platform, unlimited machines.

Stereolabs’ vision systems adapts to a wide range of off-road machines of all sizes and types. Whether used to enable autonomous operation or enhance operator supervision and safety, the platform provides consistent, high-performance 3D perception tailored to the unique demands of each machine.


Tractors

Harvesters

Mowers

Excavators

Loaders

UGVs

Built for the off-road deployment

Stereolabs cameras and edge platforms deliver reliable 3D perception in the face of vibration, dust, and extreme weather. The system integrates seamlessly across applications in agriculture, mining, construction, and defense.

US$380

ZED X One GS

The ZED X One is the ideal choice for multi-camera surround vision or for flexible integration and customization of stereo systems across agriculture, logistics and construction. Its global shutter is ideal for capturing crisp and distortion free footage of fast moving objects in robotics applications.

US$599

ZED X

ZEDX_front

Built to withstand all weather conditions, the ZED X is the ideal choice for small to large machines and autonomous robots in the agriculture, logistics and construction industries. 

US$1 299New

ZED Box

ZEDboxOrinNX16GB_45_front

NVIDIA® Jetson Orin™ NX series modules deliver up to 100 TOPS of AI performance in the smallest form-factor, with power configurable between 10W and 25W. This gives you the performance of Jetson AGX Xavier™ and 2x the performance of Jetson Xavier NX. The ZED Box Orin™ 16GB series can optionally include a dual or quad GMSL2 interface to connect up to 2 ZED X cameras.

High-performance perception stack

Stereolabs perception stack is engineered to meet the toughest demands of off-road automation. It delivers precise 3D sensing and real-time situational awareness, enabling machines to navigate complex terrain and dynamic environments with confidence.


Robust depth sensing

Captures precise 3D measurements of terrain and obstacles in difficult lighting and weather conditions.

Object detection and tracking

Detects and tracks objects in real time to enhance safety and operational confidence.

Sensor fusion for reliable localization

Combines vision with GPS and IMU data to provide precise and reliable positioning across all conditions.

Georeferenced mapping

Generates accurate 3D maps with real-world positioning to support navigation, coverage, and terrain analysis.

Vision kits made for off-road machinery

Easily integrate perception and autonomy into off-road machinery with Stereolabs' vision kits. Designed for harsh, off-road conditions, our solutions provide continuous, real-time environmental perception, enabling autonomous navigation and enhanced safety features to improve overall productivity.

US$6 279New

Surround Vision Kit

The Surround Vision Kit is the all-in-one solution that enables high-performance multi-camera setups for advanced machine vision applications, ideal for large off-road machines. It combines the NVIDIA AGX Orin Developer Kit with its enclosure, 8x ZED X One GS cameras, the ZED Link Quad capture card and extension cables.

8 x ZED X One GS

1x NVIDIA® Jetson AGX Orin™ 64GB Developer Kit

1x ZED Link Quad Capture Card

1x Enclosure for Orin AGX Developer Kit

2x 4-in-1 GMSL2 cables & 8x 1.5m GMSL2 Fakra Extension Cables M-F

US$4 095New

Quad Autonomy Kit

The Quad Autonomy Kit all-in-one solution brings surround perception and autonomy to any robot. It combines the ZED Box Orin NX 16GB with an integrated GMSL2 Quad capture card. This kit comes with four ZED X cameras and extension cables.

2x ZED X Stereo Cameras

1x ZED Box Orin NX 16GB

1x 4-in-1 GMSL2 cable

4x 1.5m GMSL2 Fakra Extension Cables F-F

US$9 499

Syslogic 360° Perception Kit

The Robotics Perception Kit brings 360° perception and obstacle detection to any machine. it comes with Syslogic RPC RML system. This kit comes with four ZED X cameras and extension cables.

4x ZED X - 2.2mm

1x Syslogic Jetson AGX Orin 64GB GNSS

4x GMSL2 cables

Let's work together!

Unlock vision-driven precision for your machine. Get in touch with our team and get started on your project development with a tailored approach, and in-depth advices.