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Related Experiment Video

Updated: Feb 26, 2026

Author Spotlight: UAV Remote Sensing for Efficient Invasive Plant Biomass Estimation
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Author Spotlight: UAV Remote Sensing for Efficient Invasive Plant Biomass Estimation

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An explainable vision transformer model with transfer learning for accurate bean leaf disease classification

Saiprasad Potharaju1, Arun Singh2, Dalwinder Singh2

  • 1Department of CSE, Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune, India. saiprasad.potharaju@sitpune.edu.in.

Scientific Reports
|February 24, 2026
PubMed
Summary

No abstract available in PubMed .

Keywords:
Bean Leaf DiseaseDeep LearningExplainable AIGradCAM++Transfer LearningVision Transformer

Related Experiment Videos

Last Updated: Feb 26, 2026

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In order to produce glucose, plants need to capture sufficient light energy. Many modern plants have evolved leaves specialized for light acquisition. Leaves can be only millimeters in width or tens of meters wide, depending on the environment. Due to competition for sunlight, evolution has driven the evolution of increasingly larger leaves and taller plants, to avoid shading by their neighbors with contaminant elaboration of root architecture and mechanisms to transport water and nutrients.
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