For effective humanitarian response in refugee camps, reliable information concerning dwelling type, extent, surrounding infrastructure, and respective population size is essential. As camps are inherently dynamic nature, continuous updating frequent monitoring time resource-demanding, so that automatic extraction strategies very useful. In this ongoing research, we used labelled data high-reso...