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Sharing the Right Data Right: A Symbiosis with Machine Learning

Author:
Tsaftaris, Sotirios A., Scharr, Hanno
Source:
Trends in plant science 2019 v.24 no.2 pp. 99-102
ISSN:
1360-1385
Subject:
artificial intelligence, data collection, phenotype, symbiosis
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.