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.
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 Autonomous machines require real-time sensing and intelligence that never rely solely on static maps or outdated data.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
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.
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.
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.
