Vehicle and equipment detection

Monitor vehicles and heavy equipment across sites with satellite intelligence, optimizing operations and enhancing security.

ML-based equipment detection by EOS RayVision
EOS RayVision solution for recognizing and tracking vehicles from space

How EOS RayVision strengthens your project

Fleet tracking

Core benefit:

Count and locate vehicles across sites, yards, or regions without GPS trackers or access.

Equipment utilization

Core benefit:

Verify presence, positioning and apparent activity levels of heavy equipment or machinery.

Unauthorized access

Core benefit:

Detect unexpected vehicles in restricted areas, protected zones, or after-hours on secured properties.

Activity pattern analysis

Core benefit:

Analyze vehicle concentrations, movements, and site usage trends to optimize operations.

Outputs EOS RayVision delivers for your project

original datasets for vehicle and equipment detection

Original data layers

Details of that data format.

report on vehicles and equipment by EOS RayVision

Decision-ready PDF report

Insights and clear conclusions, packaged for fast decisions and easy sharing.

smart vehicle and equipment detection map

Interactive smart map

Cloud-based interactive smart maps with 3D visualization.

Typical project stages

1

Define AOI, requirements, and KPIs

2

Select optimal imagery (optical, SAR, hybrid)

3

Run baseline mapping and ML change detection

4

Validate, enrich, and prioritize insights

5

Deliver layers, report, and smart map on schedule

Why choose EOS RayVision for vehicle tracking

Intelligence, not data

Decision-ready detections and evidence instead of raw layers.

Sensor-agnostic coverage

Optimal optical/SAR mix for clouds, and revisit constraints. EOSSAT-1, 20+ constellations.

Global scale, fast rollout

Deploy across countries and portfolios with consistent methodology.

Flexible delivery and visualization

GIS layers, PDFs, cloud-based Smart Maps with 3D visualization that fit your workflows.

Reusable ML/AI library

Proven change, object, and anomaly models tuned per asset type.

Full-Cycle implementation, Science and GIS Teams

In-house science and GIS teams run the full workflow, ensuring reliable outputs results.

FAQ

Typically cars and larger vehicles. Detecting smaller objects is also possible with EOS RayVision but will require higher resolution of imagery.

EOS RayVision allows to classify vehicles by general type (car, truck, heavy equipment, etc.).

Detection accuracy typically 90%+ depending on imagery resolution, vehicle type, and environmental conditions.

SAR (radar) imagery works equally well day or night in all weather. Standard optical satellites require daylight.