A Comparative Evaluation of Deep Learning Techniques for Photovoltaic Panel Detection From Aerial Images

A Comparative Evaluation of Deep Learning Techniques for Photovoltaic Panel Detection From Aerial Images

Solar energy production has significantly increased in recent years in the European Union (EU), accounting for 12% of the total in 2022. The growth in solar energy production can be attributed to the increasing adoption of solar photovoltaic (PV) panels, which have become cost-effective a...

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Bibliographic Details
Main Authors: Edoardo Arnaudo, Giacomo Blanco, Antonino Monti, Gabriele Bianco, Cristina Monaco, Paolo Pasquali, Fabrizio Dominici
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Computer vision
deep learning
image processing
machine learning
semantic segmentation
instance segmentation
Online Access:https://ieeexplore.ieee.org/document/10122915/

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