elpv-dataset

A dataset of functional and defective solar cells extracted from EL images of solar modules.
https://github.com/zae-bayern/elpv-dataset

Category: Renewable Energy
Sub Category: Photovoltaics and Solar Energy

Keywords

computer-vision machine-learning photovoltaic solar-cells solar-energy

Last synced: about 18 hours ago
JSON representation

Repository metadata

A dataset of functional and defective solar cells extracted from EL images of solar modules

• Host: GitHub
• URL: https://github.com/zae-bayern/elpv-dataset
• Owner: zae-bayern
• License: other
• Created: 2018-03-07T10:53:56.000Z (about 7 years ago)
• Default Branch: master
• Last Pushed: 2024-10-13T20:58:12.000Z (7 months ago)
• Last Synced: 2025-04-10T05:05:06.038Z (17 days ago)
• Topics: computer-vision, machine-learning, photovoltaic, solar-cells, solar-energy
• Language: Python
• Homepage:
• Size: 88.7 MB
• Stars: 259
• Watchers: 14
• Forks: 78
• Open Issues: 0
• Releases: 2
• Metadata Files:
  • Readme: README.md
  • License: LICENSE
  • Citation: CITATION.cff

README.md

pip install elpv-dataset

from elpv_dataset.utils import load_dataset
images, proba, types = load_dataset()

@InProceedings{Buerhop2018,
  author    = {Buerhop-Lutz, Claudia and Deitsch, Sergiu and Maier, Andreas and Gallwitz, Florian and Berger, Stephan and Doll, Bernd and Hauch, Jens and Camus, Christian and Brabec, Christoph J.},
  title     = {A Benchmark for Visual Identification of Defective Solar Cells in Electroluminescence Imagery},
  booktitle = {European PV Solar Energy Conference and Exhibition (EU PVSEC)},
  year      = {2018},
  eventdate = {2018-09-24/2018-09-28},
  venue     = {Brussels, Belgium},
  doi       = {10.4229/35thEUPVSEC20182018-5CV.3.15},
}

@Article{Deitsch2021,
  author       = {Deitsch, Sergiu and Buerhop-Lutz, Claudia and Sovetkin, Evgenii and Steland, Ansgar and Maier, Andreas and Gallwitz, Florian and Riess, Christian},
  date         = {2021},
  journaltitle = {Machine Vision and Applications},
  title        = {Segmentation of photovoltaic module cells in uncalibrated electroluminescence images},
  doi          = {10.1007/s00138-021-01191-9},
  issn         = {1432-1769},
  number       = {4},
  volume       = {32},
}

@Article{Deitsch2019,
  author    = {Sergiu Deitsch and Vincent Christlein and Stephan Berger and Claudia Buerhop-Lutz and Andreas Maier and Florian Gallwitz and Christian Riess},
  title     = {Automatic classification of defective photovoltaic module cells in electroluminescence images},
  journal   = {Solar Energy},
  year      = {2019},
  volume    = {185},
  pages     = {455--468},
  month     = jun,
  issn      = {0038-092X},
  doi       = {10.1016/j.solener.2019.02.067},
  publisher = {Elsevier {BV}},
}

Citation (CITATION.cff)

cff-version: 1.2.0
message: If you use this dataset in scientific context, please cite the publications below.
title: A Benchmark for Visual Identification of Defective Solar Cells in Electroluminescence Imagery
authors:
- family-names: Buerhop-Lutz
  given-names: Claudia
  orcid: https://orcid.org/0000-0001-5233-6700
- family-names: Deitsch
  given-names: Sergiu
  orcid: https://orcid.org/0000-0001-8865-8066
- family-names: Maier
  given-names: Andreas
  orcid: https://orcid.org/0000-0002-9550-5284
- family-names: Gallwitz
  given-names: Florian
  orcid: https://orcid.org/0000-0002-1359-8633
- family-names: Berger
  given-names: Stephan
- family-names: Doll
  given-names: Bernd
- family-names: Hauch
  given-names: Jens
- family-names: Camus
  given-names: Christian
- family-names: Brabec
  given-names: Christoph
date-released: 2018-03-07
preferred-citation:
  type: conference-paper
  authors:
  - family-names: Buerhop-Lutz
    given-names: Claudia
    orcid: https://orcid.org/0000-0001-5233-6700
  - family-names: Deitsch
    given-names: Sergiu
    orcid: https://orcid.org/0000-0001-8865-8066
  - family-names: Maier
    given-names: Andreas
    orcid: https://orcid.org/0000-0002-9550-5284
  - family-names: Gallwitz
    given-names: Florian
    orcid: https://orcid.org/0000-0002-1359-8633
  - family-names: Berger
    given-names: Stephan
  - family-names: Doll
    given-names: Bernd
  - family-names: Hauch
    given-names: Jens
  - family-names: Camus
    given-names: Christian
  - family-names: Brabec
    given-names: Christoph
  title: A Benchmark for Visual Identification of Defective Solar Cells in Electroluminescence Imagery
  conference:
    name: 35th European Photovoltaic Solar Energy Conference and Exhibition
    date-start: 2018-09-24
    date-end: 2018-09-28
    location: Brussels, Belgium
  start: 1287
  end: 1289
  month: 9
  year: 2018
  isbn: 3-936338-50-7
  doi: 10.4229/35thEUPVSEC20182018-5CV.3.15
version: 1.0.0
license: CC-BY-NC-SA-4.0
repository-code: https://github.com/zae-bayern/elpv-dataset

Owner metadata

• Name: ZAE Bayern
• Login: zae-bayern
• Email:
• Kind: organization
• Description:
• Website: https://www.zae-bayern.de
• Location:
• Twitter:
• Company:
• Icon url: https://avatars.githubusercontent.com/u/37119743?v=4
• Repositories: 1
• Last ynced at: 2023-03-05T17:57:36.743Z
• Profile URL: https://github.com/zae-bayern

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• Watch event: 46
• Fork event: 6

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• Watch event: 46
• Fork event: 6

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Last synced: 6 days ago

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Last synced: 2 days ago

Package metadata

• Total packages: 1
• Total downloads:
  • pypi: 431 last-month
• Total dependent packages: 0
• Total dependent repositories: 0
• Total versions: 3
• Total maintainers: 1

Dependencies

Score: 11.625253649943648