2D and 3D Extraction

We produce high-resolution databases of all above-ground features – buildings, vegetation, and artificial engineering constructions.

Depending on the project goals and requirements, they can be represented as 2D shapes or 3D objects with the assigned attribute of absolute or relative height.

Buildings and bridge shapes and tree polygons are created using an automated production process of object recognition from high-resolution multispectral satellite images. Our Machine Learning methods developed based on Convolutional Neural Networks and the Deep Learning Techniques allow to extract 3D and 2D shapes for the entire country fast and at a high accuracy level.

Buildings features:

  • 95% of buildings with area > 25 sq.m matched automatically through the ML algorithm
  • 100% coverage completeness is achieved due to manual post-processing and data validation
  • X,Y, Z accuracy: ± 3m

Vegetation features:

The vegetation is diverse in nature and can be presented differently in the satellite image depending on various types, colors, heights, and seasons.

Our experts accomplished the training of neural network models using the training set comprised of 30 thousand objects of various vegetation patterns worldwide. This made it possible to achieve a high level of accuracy - 95-98% for test areas.

Obviously, such accuracy cannot be reached for the real data but due to the mandatory quality check process and manual data verification, the final models are very close to reality.

3D buildings and 3D Trees geodata along with related Digital Terrain Model (DTM), Clutter (LandUse) model, and basic vectors are perfectly suited for 5G networks deployment both in cities or high-urbanized areas and suburbs as well as for countrywide network design.

Accurate 2D and 3D buildings and vegetation are substantial components of multiple applications:

  • WEB/GIS services
  • urban and cadaster planning
  • environmental and utility planning
  • geomarketing
  • etc.

 We support all your projects and have products conforming to your requirements and budget.


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We guarantee

Our manager and production teams are customer-oriented professionals highly skilled in RF planning process. Our production and sales infrastructure allows to realize the projects of various difficulty, complexity and scope supporting high-level data quality

Precise and up-to-date mapping information

Detailed and high-resolution terrain

Delivery in any RF planning tool and GIS format

Extra-accurate 3D buildings

Flexible price fitted to customer budget

Flexible price fitted to customer budget

Data formats

Alcatel A955

ICS Telecom




ER Mapper Raster

Aircom Asset



Mentum Ellipse

Raster images

ENVI Image Format

Atoll Forsk



Mentum Planet


Generic Binary




Nokia NetAct

ERDAS Imagine Image

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