Remote Sensing

Vertix Robotics

Vertix Robotics provides advanced, AI-driven annotation solutions for remote sensing data, enabling scalable, precise, and secure labeling across diverse geospatial formats to power next-generation Earth Observation applications.

Accelerating AI Development in Earth Observation with Scalable Remote Sensing Data Annotation

Unlocking the full potential of AI and Big Data in Earth Observation requires high-quality, large-scale labelled datasets. Vertix Robotics offers an efficient and cost-effective solution for annotating airborne and satellite imagery, enabling faster and more accurate dataset creation. Vertix empowers researchers, developers, and organisations to train and deploy AI algorithms with greater confidence and reliability by streamlining the annotation process. Whether for environmental monitoring, urban planning, or disaster response, Vertix ensures your remote sensing data is ready for advanced AI applications, transforming raw imagery into actionable insights at scale.


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Edge AI Revolutionizes 6 Industries

  • Transportation and Logistics

    • Creating HD Maps from Satellite and Drone Imagery for AVs

    • Annotating Road Networks and Traffic Signs for Smart Mobility

    • Oriented Bounding Box Annotation for Vehicle Direction Detection

    • Leveraging AI Annotation for Real-Time Traffic Monitoring

    • Lane and Intersection Detection with UAV Imagery

    • Supporting V2X Systems with Accurate Geospatial Data

  • Defense & Intelligence

    • Monitoring Military Activity with Satellite Image Annotation

    • Identifying Threats in High-GSD Aerial Imagery

    • Tracking Object Movement in Conflicted Zones with AI

    • Secure Data Labelling Pipelines for Classified Missions

    • Oriented Object Detection for Tactical Decision-Making

    • Annotating Night-Time and Infrared Data for Surveillance

  • Disaster Management

    • AI-Powered Damage Detection Post-Natural Disasters

    • Flood Zone Mapping Using Annotated Satellite Imagery

    • Tracking Evacuation Routes with UAV-Based Annotations

    • Fire Spread Prediction Using Annotated Thermal Data

    • Pre-- and Post-Disaster Change Detection with AI

    • Supporting Humanitarian Aid Through Real-Time Geospatial Labelling

  • Industrial and Manufacturing

    • Detecting Deforestation with High-Resolution Labelled Imagery

    • Annotating Satellite Data to Monitor Water Bodies and Floods

    • Tracking Air and Water Pollution through Remote Sensing

    • Climate Change Impact Analysis Using Labelled Geospatial Data

    • Identifying and Monitoring Protected Habitats with UAV Data

    • AI-Assisted Wildfire Mapping Using Thermal Imagery Annotation

  • Smart City

    • Mapping Urban Expansion with Annotated Satellite Imagery

    • Using Remote Sensing Labels to Optimize Public Infrastructure

    • AI in Smart City Planning: Annotated Data as a Backbone

    • Building Detection and Zoning with Aerial Annotation Tools

    • High-Resolution Object Tracking for Traffic Flow Analysis

    • Monitoring Green Spaces in Urban Environments via AI

  • Agriculture

    • Enhancing Crop Yield Forecasting with Remote Sensing Annotation

    • AI-Powered Weed and Pest Detection in Farmlands

    • Monitoring Irrigation Patterns Using Aerial Image Annotation

    • Annotated Multispectral Imagery for Soil Health Analysis

    • Revolutionising Agricultural Mapping with UAV and Satellite Data

    • Data-Driven Farm Management through AI and Geospatial Labeling

Pixelwise Segmentation

Unlocking the full potential of AI and Big Data in Earth Observation requires high-quality, large-scale labelled datasets. Vertix Robotics offers an efficient and cost-effective solution for annotating airborne and satellite imagery, enabling faster and more accurate dataset creation. Vertix empowers researchers, developers, and organisations to train and deploy AI algorithms with greater confidence and reliability by streamlining the annotation process. Whether for environmental monitoring, urban planning, or disaster response, Vertix ensures your remote sensing data is ready for advanced AI applications, transforming raw imagery into actionable insights at scale.

Why Vertix Robotics?

Why Vertix Robotics? With a deep understanding of the unique challenges in remote sensing data annotation, Vertix Robotics combines domain expertise with cutting-edge tools to deliver precise, scalable, and secure labeling services. Our experienced annotation team, localized infrastructure, and support for diverse sensor types-including optical, multispectral, hyperspectral, SAR, DSM, thermal, and infrared-enable us to handle complex and sensitive projects with confidence. By prioritizing quality, consistency, and data security, Vertix Robotics is the trusted partner for organizations aiming to accelerate AI development in Earth Observation and beyond.

Why Vertix Robotics?

Why Vertix Robotics? At Vertix Robotics, we go beyond basic annotation by offering advanced features like oriented bounding box annotation, enabling more accurate representation of object direction and geometry. This level of precision is crucial for tasks such as object tracking, trajectory prediction, and behavior analysis. Combined with our support for diverse sensor types and our secure, scalable infrastructure, we ensure that your AI models are trained on high-quality, context-aware datasets. Whether you're working on smart transportation, defense applications, or environmental monitoring, Vertix Robotics delivers the tools, expertise, and reliability needed to power next-generation AI solutions.

Oriented Bounding Box

As one of the unique features of our AI-powered annotation tool, we offer oriented bounding box annotation, allowing you to capture not only the position but also the heading direction of an object. This is particularly valuable for annotating vehicles, airplanes, and ships, where the head and tail have distinct appearances. Unlike standard bounding boxes, oriented boxes can more accurately represent rotated or angled objects, significantly improving detection and tracking performance. This added information is especially beneficial in object tracking and movement prediction tasks in dynamic environments such as urban traffic monitoring, maritime surveillance, and aerial reconnaissance. With this advanced capability, you can enhance your dataset's precision and enable more intelligent AI behavior.

Video Tracking

Single- and multi-object tracking annotation is inherently difficult and time-consuming. The challenge intensifies when dealing with tiny objects in airborne and satellite imagery, where complex backgrounds, low resolution, shadows, and occlusions make accurate tracking extremely demanding. Recognizing this, Nazru has developed an advanced AI-powered annotation tool designed specifically to handle the precise tracking of very small objects-such as vehicles-even when Ground Sampling Distance (GSD) is significantly high. The system supports both orthorectified and registered data, as well as raw imagery. With robust algorithms and intuitive interfaces, our tool simplifies complex tracking tasks while enhancing annotation accuracy, speed, and efficiency.

Why Vertix Robotics?

Why Vertix Robotics? Vertix Robotics stands out by addressing some of the most complex challenges in remote sensing annotation, including the accurate tracking of tiny, fast-moving objects in low-resolution and high-GSD imagery. Our proprietary AI-powered tools, like those developed under the Vertix Robotics framework, are built for precision and efficiency-empowering you to annotate at scale without sacrificing quality. Whether working with raw or orthorectified data, Vertix ensures a streamlined, secure, and high-performance annotation pipeline. With a deep commitment to innovation and reliability, we help you produce the high-quality training data needed to develop robust, real-world AI tracking systems.

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Why Vertix Robotics?

Why Vertix Robotics? Vertix Robotics brings precision, scalability, and cost-efficiency to HD mapping through its cutting-edge annotation technologies. By leveraging tools like the one developed by Nazru, Vertix enables organizations to generate detailed, accurate HD maps without relying solely on expensive mobile mapping vehicles. Our experienced team and secure infrastructure ensure high-quality annotations across large datasets-whether for autonomous navigation, smart cities, or infrastructure analytics. With Vertix, you get a trusted partner committed to accelerating your mapping goals through innovative, AI-powered solutions tailored to the complexities of geospatial data.

HD Mapping

HD maps are essential for a wide range of applications, including autonomous driving, urban planning, and infrastructure management. Until recently, these maps were created exclusively by expensive mobile mapping vehicles. However, with the dedicated and innovative annotation tool developed by Nazru, HD mapping projects can now efficiently achieve their primary objectives. This advanced tool streamlines the annotation process, reduces costs, and improves accuracy, enabling faster deployment of high-definition maps across diverse environments and use cases.

AI-Powered Remote Sensing Annotation Solutions by Vertix Robotics

Vertix Robotics Remote Sensing Services Vertix Robotics delivers high-quality, AI-powered annotation solutions for remote sensing applications using drone, aerial, and satellite imagery. Supporting formats like optical, SAR, DSM, and thermal, Vertix handles tasks such as object tracking, semantic segmentation, and HD mapping with precision. Our scalable infrastructure, advanced tools, and expert team ensure fast, secure, and consistent labeling-empowering organizations to build accurate, large-scale datasets essential for Earth Observation and AI development.

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Why Vertix Robotics?

Why Vertix Robotics? Vertix Robotics stands at the forefront of remote sensing innovation by providing scalable, accurate, and secure data annotation services. Our deep expertise in handling complex geospatial formats-ranging from satellite to drone imagery-ensures that your datasets are prepared to meet the demands of advanced AI development. With robust tools, flexible infrastructure, and a dedicated team, Vertix helps you transform raw imagery into actionable insights, accelerating research, operations, and decision-making across Earth Observation domains.