Rebels.ai: advanced geographic information system

Leveraging AI for enhanced cartographic data analysis and insights

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AI Map Processing System

The system processes data from satellites and unmanned aerial vehicles with the use of AI models. Works with all main GIS* formats and data delivery services.

*geographic information system

Feature Overview

Detection, identification and monitoring

Forest watch

Detection of illegal logging activities for sustainable forestry

Disaster alert

Advanced monitoring of natural disasters using AI for timely response and mitigation

Facility Guard

Real-time AI analysis of changes in industrial, construction, and agricultural sites for enhanced safety and productivity

Feature Overview

Prediction and approximation

Ecology Scan

Prediction of pollutant concentration (greenhouse gases, suspended particles)

Disasters

Tracking of natural phenomena and disasters (wildfires, tsunamis, landslides, etc.)

Disaster impact

Assessing the damage caused by natural disasters

Environment

Moitoring average UV radiation index and vegetation index

System application examples

Examples

Construction progress tracking

Monitoring of construction and installation works progresses according to plans, forecasting of deadlines. Coordination of construction works. Generation of a construction progress report from the platform interface.

Pavement

Industrial facilities

Lines of communications

Construction camps

Examples

Detection of illegal logging in forests

Regular AI analysis of satellite imagery to track tree cover change over large areas

Correlation of detected deforestation with the registry of officially registered

Automatic calculation of the detected deforestation area

Examples

Environmental issues detection

Scanning rivers, water reservoirs or other objects of interest for environmental anomalies. Assessment of the state of landfills and the efforts of volunteers to clear river banks.

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Fast response to environmental issues

Detection of waste dumps on river banks

Detection of landfill state changes

Estimation of the amount of waste

Possibility to connect an operator who checks the information before raising the "red flag"

Examples

Air pollutants level prediction

Assessment of air pollutants level using satellite data (CO2, NO2, SO2, etc.).

Prediction of air contaminants

Monitoring compliance with environmental standards

Applicable at any location (except indoors)

anomaly

Detection and further monitoring of environmental anomalies

Examples

Segmentation of satellite images and UAV data

Segmentation of objects: roads, rivers, material accumulation zones

Create segmented maps quickly

Updating of maps of places of natural disasters, festivals, construction facilities.

Advantages

Geo system advantages

triangle-filled A collection of off-the-shelf ML algorithms for fast integration in your infrastructure
triangle-filled The graphical operator interface and embedded widget of interactive maps allow you to quickly assemble the service
triangle-filled Flexible customization for any data array and customized ML customer models
triangle-filled Expertise of the development team in processing data from satellites and drones
Tasks

Map processing tasks

Classification

Grouping of monitored objects by their common characteristics

Regression

Prediction of target object variable, e.g. UV radiation index

radar-solid
Detection

Automatic detection of the target object on the map

Segmentation

Partitioning a digital image into multiple segments such that pixels with the same label share certain characteristics

Features

Component features

triangle-filled Embeddable interactive widgets
triangle-filled Works with a wide range of GIS formats
triangle-filled Adaptive assessor and research interface customizable to customer needs
triangle-filled Pre-trained models for classification, detection, regression and segmentation
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Interested in Exploring More?

Whether you're seeking additional industry examples or wish to discuss a specific case in detail, we're here to help. Contact us to start the conversation and discover how our solutions can meet your needs.