FRPV - Classification model and training material for the detection of Rooftop Photovoltaic (RPV) systems.

This dataset contains: A Convolution Neural Network trained to identify rooftop photovoltaic systems The training material, here a set of labelled images of rooftops, based in France, containing or not PV systems. The training dataset is composed of our own data manually labelled as well as the data of Kasmi et al. https://10.1038/s41597-023-01951-4 This dataset is related to the scientific publication "Thebault, Nerot, Govehovitch, Ménézo - A comprehensive building-wise Residential Photovoltaic system detection in heterogeneous urban and rural areas: application to French territories" Applied Energy, 2025, doi.org/10.1016/j.apenergy.2025.125630