Nirjan International
Land Use Detection System
Remote Sensing & GIS Services

Land Use Detection System

Automated land use and land cover classification from remote sensing data

We build ML-powered land use and land cover (LULC) classification systems that process satellite and aerial imagery to automatically map agricultural, urban, forest, and water land cover types.

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95%
Classification Accuracy
ML
Powered Models
100+
Projects Completed
Nationwide
Scale Capable
Aerial view of land

What's included in this service

We build ML-powered land use and land cover (LULC) classification systems that process satellite and aerial imagery to automatically map agricultural, urban, forest, and water land cover types.

Nirjan International combines development with practical online support. We agree requirements and integrations with your team, review the solution at defined milestones, and prepare documentation and handover for launch. Maintenance, content updates, and ongoing support can be scoped separately to match your operating needs.

Automated LULC Classification
Multi-Temporal Change Detection
Machine Learning Model Training
High-Resolution Image Segmentation
Custom Class Definition & Mapping
Accuracy Assessment & Validation

Automate your land mapping workflows

Our LULC systems deliver nationwide land classifications in days — not months — with ML-powered accuracy.