In Sumba Island – Indonesia, the implantation of vernacular houses, inside and outside traditional villages, is considered to be an efficient proxy for on-going complex cultural transformations resulting from globalization. This study presents easily reproducible workflow allowing buildings automatically detected satellite imagery, demonstrating how modern computer vision methods based on deep ...