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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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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Plant Methods
Prif Awduron: Ubbens, Jordan, Cieslak, Mikolaj, Prusinkiewicz, Przemyslaw, Stavness, Ian
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: BioMed Central 2018
Pynciau:
Mynediad Ar-lein: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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