Photovoltaic Panels Classification Using Isolated and Transfer Learned Deep Neural Models Using Infrared Thermographic Images

Ahmed, Waqas; Hanif, Aamir; Kallu, Karam Dad; Kouzani, Abbas; Ali, Muhammad Umair; Zafar, Amad

kouzani-photovoltaicpanels-2021.pdf (2.55 MB)

Photovoltaic Panels Classification Using Isolated and Transfer Learned Deep Neural Models Using Infrared Thermographic Images

journal contribution

posted on 2021-01-01, 00:00 authored by Waqas Ahmed, Aamir Hanif, Karam Dad Kallu, Abbas KouzaniAbbas Kouzani, Muhammad Umair Ali, Amad Zafar

Photovoltaic Panels Classification Using Isolated and Transfer Learned Deep Neural Models Using Infrared Thermographic Images

History

Journal

Sensors

Volume

21

Issue

16

Article number

5668

Pagination

1 - 14

Publisher

MDPI AG

Location

Basel, Switzerland

Publisher DOI

https://doi.org/10.3390/s21165668

Link to full text

http://doi.org/10.3390/s21165668

eISSN

1424-8220

Language

eng

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C1 Refereed article in a scholarly journal

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Keywords

Science & Technology Physical Sciences Technology Chemistry, Analytical Engineering, Electrical & Electronic Instruments & Instrumentation Chemistry Engineering deep convolution neural network PV panels infrared images hotspots THIN-FILM NETWORK HOTSPOT Distributed Computing Ecology

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Photovoltaic Panels Classification Using Isolated and Transfer Learned Deep Neural Models Using Infrared Thermographic Images

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