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The use of plant models in deep learning: an application to leaf counting in rosette plants

Deep learning presents many opportunities for image-based plant phenotyping. Here we consider the capability of deep convolutional neural networks to perform the leaf counting task. Deep learning techniques typically require large and diverse datasets to learn generalizable models without providing...

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Detalhes bibliográficos
Publicado no:Plant Methods
Main Authors: Ubbens, Jordan, Cieslak, Mikolaj, Prusinkiewicz, Przemyslaw, Stavness, Ian
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5773030/
https://ncbi.nlm.nih.gov/pubmed/29375647
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13007-018-0273-z
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