Training instance segmentation neural network with synthetic datasets for crop seed phenotyping

In order to train the neural network for plant phenotyping, a sufficient amount of training data must be prepared, which requires time-consuming manual data annotation process that often becomes the limiting step. Here, we show that an instance segmentation neural network aimed to phenotype the barl...

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Vydáno v:Commun Biol
Hlavní autoři: Toda, Yosuke, Okura, Fumio, Ito, Jun, Okada, Satoshi, Kinoshita, Toshinori, Tsuji, Hiroyuki, Saisho, Daisuke
Médium: Artigo
Jazyk:Inglês
Vydáno: Nature Publishing Group UK 2020
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Article
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7160130/
https://ncbi.nlm.nih.gov/pubmed/32296118
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s42003-020-0905-5
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