Automated stomata detection in oil palm with convolutional neural network

Stomatal density is an important trait for breeding selection of drought tolerant oil palms; however, its measurement is extremely tedious. To accelerate this process, we developed an automated system. Leaf samples from 128 palms ranging from nursery (1 years old), juvenile (2–3 years old) and matur...

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Veröffentlicht in:Sci Rep
Hauptverfasser: Kwong, Qi Bin, Wong, Yick Ching, Lee, Phei Ling, Sahaini, Muhammad Syafiq, Kon, Yee Thung, Kulaveerasingam, Harikrishna, Appleton, David Ross
Format: Artigo
Sprache:Inglês
Veröffentlicht: Nature Publishing Group UK 2021
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Article
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8313554/
https://ncbi.nlm.nih.gov/pubmed/34312480
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-021-94705-4
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