UNet based rooftop area extraction from Bing satellite imagery
Automated rooftop solar panel placement system combining computer vision, grid-based modeling, and search/optimization algorithms.
Geospatial + ML pipeline for identifying and ranking university campus rooftops for solar PV deployment — XGBoost energy prediction (R²=0.944) + AHP-TOPSIS multi-criteria ranking across 135 buildings at the University of Lagos.
GIS-powered solar site discovery for utility-scale virtual aggregation — powering renewable data centers, one optimal spot at a time.
Open-source rooftop solar detection from public satellite imagery. CLIP-ViT-L + logistic regression, Platt-calibrated, deterministic Docker build. Coverage: Greater Metro Manila. Free homeowner roof-lookup tool, CC-BY-4.0 data, MIT code.
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