Object Localization

Autonomous Vehicles

Perception of environment for motion planning and detection of junction, curb, traffic signs, lane obstacles, dividers, pedestrains for autonomous vehicles.

Path Planning

Autonomous Vehicles

AI detects Road edges, road type, lane marking & type, speed breakers, pot holes, junctions, curb and dividers for effective path planning for autonomous vehicles.

HD Mapping

Autonomous Vehicles

Accelerate HD Mapping using AI assisted processing for different object categories essential for mapping and autonomous vehicles.

Forest & Vegetation Losses

Disaster Management

Detection and estimation of forest cover and vegetation losses during disaster.

Collision Warning

Autonomous Vehicles

AI models trained to detect Vehicles, Vehicle type, Pedestrian, Junction, curb and divider can assist autonomous vehicles to avoid collision by forewarining.

Parking Assistance

Autonomous Vehicles

AI models trained to detect road sign, traffic sign detection, vacant parking spot helps to identify parking slots for the autonomous vehicles.

Infrastrucure Infiltration

Defense and Surveillance

AI trained for infrastructure infiltration detects helipad, bridge, harbour, camp establishment, storage shed, shelter, gun area and construction site.

Military Targets Detection

Defense and Surveillance

Military targets like gun areas, helipad, storage shed, shelter, camp establishment, bridge, harbour detection using AI on remote sensing data to empower decision makers with ground reality.

Ground forces

Defense and Surveillance

AI can assist detection on remote sensing data for ground forces covering gun area, storage shed, shelter, camp establishment and convoy movement.

Insects, pets and weeds

Environment & Agriculture

AI models trained to detect forest land, trees, field parcels, live stocks, weeds, categorising regions covered in snow or ice, various types of water bodies.

Field Parcels, Live stocks

Environment & Agriculture

Detection of field parcels, live stocks on high resolution satellite imagery.

Forests & Geographical Features

Environment & Agriculture

Segmentation of soil, water, roads, vegetation for geoanalytical purpose.

Land use classification

Urban Planning & Smart Cities

Classification of Satellite Imagery tiles/chips or AOI (Area of Interest) into different types of land usage like residential, industrial.

Temporal Change Identifcation

Defense, Urban Planning, Disaster Management

Automate the scanning of large area using temporal satellite imagery to detect any temporal changes to assist timely decision by decision makers.

Point of Interest Detection

Geospatials & mapping

POI (Point Of Interest) detected indirectly through facade (front of building), shopping sigh board, text detection on the shopping sign board, brand detection.

Road Signboard Recognition

Geospatials & mapping

Road sign boards detection and their categorisation helps to recognize road signboards.

Shopping Signboard Detection

Geospatials & mapping

Shops are specialised point of interest and text detection on shopping sighboard assists in text recognition automation.

POI Text Detection

Geospatials & mapping

Point of Interest text detection leads to POI detection and input for text recognition of the detected text for geospatial and mapping automation.

Privacy compliance

operations

PII category detection and anonymization, GDPR compliance for Vehicle number plate masking, Face masking.

Face Detection

Geospatials & mapping

Face detection for different analytical purposes.

Auto Number Plate Recognition

operations & logistics

Vehicle number plate recognition includes detection of number plate and the vehicle number as editable text for parking management, toll booth automation on videos.

Building Height Estimation

Infrastructure management

Approximate building height estimation from satellite imagery using computer vision accelerates infrastructure management and mapping.

Vehicle Detection & Recognition

Autonomous Vehicles

Detect vehicles and identify different vehicle types useful for autonomous vehicles, parking management, toll booth monitoring.

Pedestrian/Person Detection

Autonomous Vehicles

Person detection or if a pedestrian detection on street or indoor imagery is useful for counting, monitoring purposes.