A Scalable AI Training Platform for Remote Sensing Data

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A Scalable AI Training Platform for Remote Sensing Data — June 15th, 2023 Hendrik M. Würz, Kevin Kocon, Barbara Pedretscher, Eva Klien, Eva Eggeling

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Public IGD-Folienvorlage-de.potx, Version 3.4, 17.06.2022 © Fraunhofer IGD 2023-06-15 Page 2 Forest Shape File from Bayerische Vermessungsverwaltung CC BY 4.0 Satellite image produced from ESA remote sensing data. Copernicus Sentinel 2, Captured 2022-06-15, Retrieved from SciHub 2023-05-05

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Public IGD-Folienvorlage-de.potx, Version 3.4, 17.06.2022 © Fraunhofer IGD 2023-06-15 Page 3 Forest Shape File from Bayerische Vermessungsverwaltung CC BY 4.0 Satellite image produced from ESA remote sensing data. Copernicus Sentinel 2, Captured 2022-06-15, Retrieved from SciHub 2023-05-05

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Public IGD-Folienvorlage-de.potx, Version 3.4, 17.06.2022 © Fraunhofer IGD 2023-06-15 Page 4 Forest Shape File from Bayerische Vermessungsverwaltung CC BY 4.0 Satellite image produced from ESA remote sensing data. Copernicus Sentinel 2, Captured 2022-06-15, Retrieved from SciHub 2023-05-05 On-Premises Flexibility Reproducibility & Versioning Language agnostic

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Public IGD-Folienvorlage-de.potx, Version 3.4, 17.06.2022 © Fraunhofer IGD 2023-06-15 Page 5 On-Premises Flexibility Reproducibility & Versioning Language agnostic Architecture

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Public IGD-Folienvorlage-de.potx, Version 3.4, 17.06.2022 © Fraunhofer IGD 2023-06-15 Page 6 On-Premises Flexibility Reproducibility & Versioning Language agnostic Architecture

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Public IGD-Folienvorlage-de.potx, Version 3.4, 17.06.2022 © Fraunhofer IGD 2023-06-15 Page 7 On-Premises Flexibility Reproducibility & Versioning Language agnostic Architecture

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Public IGD-Folienvorlage-de.potx, Version 3.4, 17.06.2022 © Fraunhofer IGD 2023-06-15 Page 8 On-Premises Flexibility Reproducibility & Versioning Language agnostic Architecture

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Public IGD-Folienvorlage-de.potx, Version 3.4, 17.06.2022 © Fraunhofer IGD 2023-06-15 Page 9 On-Premises Flexibility Reproducibility & Versioning Language agnostic Architecture

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Public IGD-Folienvorlage-de.potx, Version 3.4, 17.06.2022 © Fraunhofer IGD 2023-06-15 Page 10 On-Premises Flexibility Reproducibility & Versioning Language agnostic Architecture

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Thank you for listening —

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Contact — Hendrik M. Würz GEO Department [email protected] Fraunhofer IGD Fraunhoferstraße 5 64283 Darmstadt, Germany www.igd.fraunhofer.de

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Public IGD-Folienvorlage-de.potx, Version 3.4, 17.06.2022 © Fraunhofer IGD 2023-06-15 Page 13 Forest Shape File from Bayerische Vermessungsverwaltung CC BY 4.0 https://geodaten.bayern.de/opengeodata/OpenDataDetail.html?pn=tatsaechlichenutzung (Retrieved 2023-05-05) Satellite image produced from ESA remote sensing data. Copernicus Sentinel 2, Captured 2022-06-15, Retrieved from SciHub 2023-05-05 Gear Icon by Design Circle - Flaticon, Faticon license https://www.flaticon.com/de/kostenloses-icon/zahnrad_7424705 (Retrieved 2023-05-05) AI Icon by Freepik - Flaticon, Flaticon license https://www.flaticon.com/de/kostenloses-icon/ki_5207500 (Retrieved 2023-05-05) Checkmark by Google (modified) - Flaticon, CC 3.0 BY, https://www.flaticon.com/de/kostenloses-icon/prufzeichen_60516 (Retrieved 2023-05-15) Image Sources