Rural Home Annotation Dataset Mapped by Citizen Scientists in Satellite Imagery.

ABSTRACT: This article presents a geolocated dataset of rural home annotations on very high resolution satellite imagery from Uganda, Kenya, and Sierra Leone. This dataset was produced through a citizen science project called "Power to the People", which mapped rural homes for electrical infrastructure planning and computer-vision-based mapping. Additional details on this work are presented in "Power to the People: Applying citizen science to home-level mapping for rural energy access" [1]. 578,010 home annotations were made on approximately 1,267 km² of imagery over 179 days by over 6,000 volunteers. The bounding-box annotations produced in this work have been anonymized and georeferenced. These raw annotations were found to have a precision of 49% and recall of 93% compared to a researc

SUBMITTER: Leonard A 

PROVIDER: S-EPMC9133573 | biostudies-literature | 2022 Jun

REPOSITORIES: biostudies-literature