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Sharing the Right Data Right: A Symbiosis with Machine Learning

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Original languageEnglish
JournalTrends in plant science
Volume24
Issue number2
Early online date26 Nov 2018
DOIs
StatePublished - Feb 2019

Abstract

In 2014 plant phenotyping research was not benefiting from the machine learning (ML) revolution because appropriate data were lacking. We report the success of the first open-access dataset suitable for ML in image-based plant phenotyping suitable for machine learning, fuelling a true interdisciplinary symbiosis, increased awareness, and steep performance improvements on key phenotyping tasks.

    Research areas

  • deep learning, machine learning, open data, plant phenotyping

ID: 79024515