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

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

31 July 2024
Gabriel Kasmi
L. Dubus
Yves-Marie Saint Drenan
Philippe Blanc
ArXivPDFHTML

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

4 / 4 papers shown
Title
A crowdsourced dataset of aerial images with annotated solar
  photovoltaic arrays and installation metadata
A crowdsourced dataset of aerial images with annotated solar photovoltaic arrays and installation metadata
Gabriel Kasmi
Yves-Marie Saint Drenan
David Trebosc
Raphael Jolivet
J. Leloux
Babacar Sarr
L. Dubus
159
42
0
08 Sep 2022
Look at the Variance! Efficient Black-box Explanations with Sobol-based
  Sensitivity Analysis
Look at the Variance! Efficient Black-box Explanations with Sobol-based Sensitivity Analysis
Thomas Fel
Rémi Cadène
Mathieu Chalvidal
Matthieu Cord
David Vigouroux
Thomas Serre
MLAU
FAtt
AAML
114
58
0
07 Nov 2021
Instance-Conditioned GAN
Instance-Conditioned GAN
Arantxa Casanova
Marlene Careil
Jakob Verbeek
M. Drozdzal
Adriana Romero Soriano
GAN
204
132
0
10 Sep 2021
ImageNet Large Scale Visual Recognition Challenge
ImageNet Large Scale Visual Recognition Challenge
Olga Russakovsky
Jia Deng
Hao Su
J. Krause
S. Satheesh
...
A. Karpathy
A. Khosla
Michael S. Bernstein
Alexander C. Berg
Li Fei-Fei
VLM
ObjD
296
39,194
0
01 Sep 2014
1