Bharat ENVI

Advanced Image Processing Platform for India

Explore Capabilities

ENVI has long been recognized worldwide as a leading solution for extracting actionable insights from geospatial data, including Satellite, Drone, Lidar, SAR, Multispectral, and Hyperspectral Imagery. 

With the launch of Bharat ENVI, Indian organizations now have access to precise geographic delineations aligned with India’s National Geospatial Policy—empowering users with accurate, compliant, and application-ready geospatial intelligence and many other benefits as mentioned below.

What Makes Bharat ENVI Unique

Bharat ENVI provides India-centric geospatial imagery capabilities and layers aligned with the National Geospatial Policy, enhanced by an advanced image analysis toolset.

Integration of SOI-approved state and country boundaries

Bharat ENVI represents a significant advantage for users in India, providing them with accurate, government-approved geospatial data.

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Automate Customer Workflows

Streamline and simplify routine workflows of Bharat users, reducing manual effort and improving operational efficiency.

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Geospatial Data Analysis

Enable accurate extraction of water bodies, settlement identification from satellite imagery, specifically utilizing publicly available remote sensing datasets such as Landsat 8, Sentinel 1 and Sentinel-2 datasets.

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Advanced Feature Detection

Leverage deep learning techniques to extract building footprints and detect ships, providing actionable geospatial insights.

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User-Centric Design

Deliver a modular, intuitive application interface aligned with user requirements, ensuring seamless interaction and efficient execution of critical workflows.

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Inclusion of Essential Toolset Collection

Bharat ENVI is a tailored application curated in Bharat for its users, providing a seamless way to perform smooth and efficient execution of their key workflows with ease. The application integrates following workflows

Bharat ENVI

Landsat waterbody extraction

The tool allows user to extract waterbody in Landsat 8 or 9 imagery for entire tile scene or a region of interest.

Sentinel 2 waterbody extraction

The tool allows user to extract waterbody in Sentinel 2 imagery for entire scene or a region of interest.

Sentinel 1 waterbody extraction

The tool allows user to extract waterbody in geocoded Sentinel 1 imagery for entire scene or a region of interest.

Sentinel 1 Settlement Identification

The tool allows user to identify settlement from geocoded Sentinel 1 imagery for a region of interest or entire scene.

AI models

Bharat ENVI offers advanced AI-driven geospatial models—such as building footprint extraction, ship detection, and mining-pit identification—that significantly enhance the capabilities of organizations working across land management, mining regulation, water resources monitoring, and national security. Collectively, these AI models empower government bodies, research institutions, and industry stakeholders with actionable, data-driven intelligence for informed decision-making and resource management.

AI models

Core Capabilities of Bharat ENVI

  • 1

    Advanced Image Classification

    • Supervised & unsupervised classification
    • Machine learning models (SVM, Random Forest)
    • Deep learning land cover mapping
    • Applications: Agriculture, land-use change, vegetation mapping

  • 2

    Hyperspectral Image Processing

    • Spectral signature extraction
    • Endmember selection (N-FINDR, Pixel Purity Index)
    • Spectral unmixing
    • Mineral identification for mining, geology, defense & environment

  • 3

    Feature Extraction & Object-Based Analysis (OBIA)

    • Detects roads, buildings, waterbodies, and infrastructure
    • Machine learning and segmentation-based automation

  • 4

    Change Detection & Trend Analytics

    • Image differencing and thresholding
    • Time-series analysis and Change Vector Analysis (CVA)
    • Supports environmental monitoring and disaster assessment

  • 5

    SAR (Synthetic Aperture Radar) Processing

    • Supports Sentinel-1, RISAT, TerraSAR-X, UAVSAR
    • Includes InSAR, polarimetric analysis, and speckle filtering
    • Ideal for deformation studies, flood mapping and defense applications

  • 6

    Spectral Analysis & Material Detection

    • Integrated spectral libraries including USGS
    • Material and object recognition workflows

  • 7

    Atmospheric Correction

    • QUAC and FLAASH correction models
    • Surface reflectance and temperature calibration

  • 8

    LiDAR & 3D Terrain Analytics

    • Point cloud editing and classification
    • DSM/DTM generation, slope & contour modeling
    • Critical for infrastructure mapping & smart cities

  • 9

    ArcGIS Integration & Workflow Automation

    • ENVI Modeler for drag-and-drop automation
    • Python + IDL scripting support
    • Ideal for enterprise workflows and analytics pipelines

  • 10

    Cloud & AI-Driven Analytics

    • GPU-accelerated model training
    • Deployable on AWS, Azure, or local infrastructure
    • Includes pre-trained models for ships, buildings, vegetation & roads
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Empowering Bharat’s Imagery Ecosystem

The platform streamlines routine workflows, reducing manual effort and enhancing operational efficiency of all Imagery & GIS users across country.

Designed with a user-centric approach, Bharat ENVI offers a modular and intuitive interface that aligns with user requirements. Together, these capabilities empower users to execute critical workflows seamlessly and make informed, data-driven decisions.

Bharat ENVI outputs can be combined with the Indo ArcGIS Living Atlas to support data-driven decisions in agriculture, forestry, disaster management, infrastructure development, and environmental monitoring.

Ai models

For more information, deployment options, and licensing 

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