SugarViT—Multi-objective regression of UAV images with Vision Transformers and Deep Label Distribution Learning demonstrated on disease severity prediction in sugar beet

• Maurice Günder ,

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: mguender@uni-bonn.de

  Affiliations Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS, Schloss Birlinghoven, Sankt Augustin, Germany, Institute for Computer Science III, University of Bonn, Bonn, Germany

  https://orcid.org/0000-0001-9308-8889

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• Facundo Ramón Ispizua Yamati,

  Roles Conceptualization, Data curation, Investigation, Writing – original draft, Writing – review & editing

  Affiliation Institute for Sugar Beet Research (IfZ), Göttingen, Germany

  https://orcid.org/0000-0001-5775-3554

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• Abel Barreto,

  Roles Data curation, Writing – original draft, Writing – review & editing

  Affiliation Institute for Sugar Beet Research (IfZ), Göttingen, Germany

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• Anne-Katrin Mahlein,

  Roles Funding acquisition, Project administration, Resources, Writing – review & editing

  Affiliation Institute for Sugar Beet Research (IfZ), Göttingen, Germany

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• Rafet Sifa,

  Roles Funding acquisition, Project administration, Resources, Writing – review & editing

  Affiliations Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS, Schloss Birlinghoven, Sankt Augustin, Germany, Institute for Computer Science III, University of Bonn, Bonn, Germany

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• Christian Bauckhage

  Roles Formal analysis, Project administration, Resources, Writing – review & editing

  Affiliations Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS, Schloss Birlinghoven, Sankt Augustin, Germany, Institute for Computer Science III, University of Bonn, Bonn, Germany

  https://orcid.org/0000-0001-6615-2128

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