Control Room Dashboard
Automated Drone Feature Extraction System
Real-time geospatial intelligence pipeline for multi-class building, road, and waterbody segmentation with automated roof classification and GIS vector output.
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Villages Processed
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Buildings Extracted
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Road Corridor Length
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Waterbody Area
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Avg AI Confidence
Recent Village Surveys
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Official SVAMITVA DatasetDemo Mode Active
Target Resolution:50 cm / pixel
Portal Source:svamitva.nic.in
Raw TIF Images:0 Files
Vector Shapefiles:0 Files
Pipeline ArchitectureActive Engine
1. Data Ingestion & Tiling
GeoTIFF / PNG 512x512 Patches
2. Semantic Segmentation
U-Net / DeepLabV3+ (CV Prototype)
3. Roof Classification
EfficientNet-B4 (RCC/Tile/Tin/Other)
4. GIS Vector & Reports
Shapely + ReportLab + PostGIS/GeoJSON