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Data processing

Thanks to the digital twin and our AI, the extraction of inventory data is done at more than 200 km per hour

Our data handling process

Jakarto collects HD geographic data, processes it, and renders it in 3D.

It creates what is called a digital twin, a virtual replica of a specific city or landscape. The technology is made possible by Jakarto’s mobile mapping units, which capture the data.

Jakarto then uses artificial intelligence to transform the raw data into intelligent, usable, and ready-to-use data within a few hours.
Traitement

Mastering and using artificial intelligence

Artificial intelligence consists of algorithms that, when well designed and trained, answer their own questions instead of deferring to experts.

Jakarto uses AI to detect specific objects in its geospatial datasets and map them.

The AI advantage? It saves considerable time and money. The process is automated, and the algorithm runs continually, letting us humans focus on more important tasks.
Jakarto_Main_DiscoverTechnologies_DetectionChange_V01

Object recognition in AI

  1. Simply put, Jakarto identifies points outlining an object then tells its algorithm what these points represent.

  2. From the segmented 3D data, Jakarto creates geospatial data, giving its customers access to an automatically generated and geolocated inventory of objects. For this process, it uses supervised learning algorithms, which work off knowledge provided by Jakarto’s experts.
TOUCH
25% 3D data
25% 3D data
TOUCH
50% Segmented 3D data
50% Segmented 3D data
TOUCH
75% Object recognition
75% Object recognition
TOUCH
100% Machine learning results
100% Machine learning results

How does Jakarto use Artificial Intelligence?

It is a 4 step process!
Step 1 - Annotation

Annotate the data Jakarto_Annote_200x200_W

Virtual scouting work

  • Cross-referencing with an existing database or in-house creation.

Point cloud

  • Our experts manually recognize the objects and select the points of the object.
Step 2 - Training

The algorithm Jakarto_Algorithme_200x200_W_V02

Training phase

  • Algorithm that learns from data
  • We obtain a trained model
  • Our experts use existing models to refine the algorithm and customize it to your needs.

Data science / deep learning / machine learning

  • Know the state of the art to exploit the most efficient algorithms
  • Work in collaboration with researchers to create new algorithms
  • Generate models according to the tasks at hand
Step 3 - Automated Detection

Detection Jakarto_Detection_200x200_W

Application of the model

  • Application of the model on the data set
  • Conversion of results into simplified data formats (geographic layers)
  • Delivery of results to business experts

Business application

  • Automatic inventory delivery
Step 4 - Validation

Validationoutput-onlinepngtools (9)

Data verification

  • Data extraction, validation and correction using algorithms
  • Delivery of results to business experts

Business application

  • The data is ready for customer use

Do you have a 3D geographic data project?

Contact us