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Mapping Refugee Camps with AI: A Benchmark Dataset and Baseline Models for Humanitarian Applications

Amrita Gupta,Anthony Ortiz, Simone Fobi Nsutezo, Duncan Kebut, Seema Iyer,Rahul Dodhia, Juan M. Lavista Ferres

IEEE/CVF Winter Conference on Applications of Computer Vision(2025)

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Key words
Benchmark Datasets,Refugee Camps,Machine Learning,Aerial Images,Solar Panels,Sanitation Facilities,Automatic Function,Humanitarian Organisations,Building Footprints,Energy Access,Geospatial Technologies,Roof Materials,Satellite,Data Quality,Validation Set,Geographic Information System,Precision And Recall,Random Assignment,Segmentation Model,High-resolution Dataset,Comprehensive Map,Informal Settlements,Mapping Efforts,Dataset Split,Building Types,Edge Detection,Participatory Mapping
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