Building height and roof material dataset - Dominica, Pichelin and Roseau, 2018, 2024

Building height predictions of a monocular depth estimation network trained on UAV imageries of Pichelin (2024) and Roseau (2018) trained on Google’s Open Building 2.5D Temporal dataset ( https://sites.research.google/gr/open-buildings/temporal/) and roof material classification using the model provided in GFDRR’s Caribbean Rooftop Classification (https://github.com/GFDRR/caribbean-rooftop-classification):

· pichelin_network_height_rooftype_predictions.gpkg – Geopackage containing building height estimation and roof material classification of Pichelin, Dominica (2024).

· roseau_network_predicitons.gpkg – Geopackage containing building height estimation and roof material classification of Roseau, Dominica (2018).