Space-scale Exploration of the Poor Reliability of Deep Learning Models: the Case of the Remote Sensing of Rooftop Photovoltaic Systems

Models weights for the replication of the results of the paper "Space-scale Exploration of the Poor Reliability of Deep Learning Models: the Case of the Remote Sensing of Rooftop Photovoltaic Systems".  Code for the replication of the results is accessible at https://github.com/gabrielkasmi/robust_pv_mapping. The weight for the Scattering transform are organized in google and ign folders, for models trained on Google and IGN respectively. The depth of the models (m=1 to m=3) are indicated in the model names.