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March 29, 20260 citationsOpen Access

Artificial Intelligence in the Vineyard: Two Practical Applications

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PRPam Riurval

Key Points

  • The aim is to explore effective AI applications in the vineyard for improving viticulture practices.
  • Two studies were analyzed focusing on AI applications in viticulture.
  • Automatic detection of downy mildew using deep learning techniques.
  • Estimation of grape bunch weight through morphological image analysis.
  • AI can accurately detect downy mildew, aiding in early disease management.
  • Morphological image analysis effectively estimates grape bunch weight, enhancing yield predictions.

Abstract

This educational material summarizes two research studies by Dr. Carlos Poblete-Echeverria on AI applications in viticulture: automatic detection of downy mildew using deep learning, and estimation of grape bunch weight through morphological image analysis. Prepared for science communication purposes, it does not reproduce copyrighted figures or text.

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Cite This Study

Pam Riurval (2026) studied this question.

synapsesocial.com/papers/69c8c43ede0f0f753b39eef9https://doi.org/10.5281/zenodo.19249645
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