Towards unsupervised assessment with open-source data of the accuracy of
deep learning-based distributed PV mapping

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Towards unsupervised assessment with open-source data of the accuracy of deep learning-based distributed PV mapping

15 July 2022

Yves-Marie Saint Drenan

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Papers citing "Towards unsupervised assessment with open-source data of the accuracy of deep learning-based distributed PV mapping"

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Title
Space-scale Exploration of the Poor Reliability of Deep Learning Models: the Case of the Remote Sensing of Rooftop Photovoltaic Systems Gabriel Kasmi L. Dubus Yves-Marie Saint Drenan Philippe Blanc 201 1 0 31 Jul 2024
S3Former: Self-supervised High-resolution Transformer for Solar PV Profiling Minh-Triet Tran Adrian de Luis Haitao Liao Ying Huang Roy McCann Alan Mantooth Jack Cothren Ngan Le 392 0 0 07 May 2024
SolarFormer: Multi-scale Transformer for Solar PV Profiling Adrian de Luis Minh-Triet Tran Taisei Hanyu Anh Tran Haitao Liao Roy McCann Alan Mantooth Ying Huang Ngan Le 147 5 0 30 Oct 2023
Can We Reliably Improve the Robustness to Image Acquisition of Remote Sensing of PV Systems? Gabriel Kasmi L. Dubus Yves-Marie Saint Drenan Philippe Blanc 149 4 0 21 Sep 2023
A crowdsourced dataset of aerial images with annotated solar photovoltaic arrays and installation metadataScientific Data (Sci Data), 2022 Gabriel Kasmi Yves-Marie Saint Drenan David Trebosc Raphael Jolivet J. Leloux Babacar Sarr L. Dubus 378 54 0 08 Sep 2022