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Research Article
Research Ideas and Outcomes 11: e160367
https://doi.org/10.3897/rio.11.e160367 (16 Dec 2025)
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  • Introduction
  • Methods
    • Model selection
    • Plant organ segmentation dataset preparation 
    • Scale training dataset preparation 
    • Model training and testing
    • Detection of scale and organ surface area calculation
    • Scale detection
    • Numerical extraction using Tesseract OCR
    • Surface area calculation of detected plant organs
    • Machine Learning as a Service (MLaaS)
  • Results
    • MASK R-CNN
    • YOLO11
    • Scale detection
  • Discussion
  • Acknowledgements
  • References
  • Supplementary files
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