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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Detalles Bibliográficos
Autores principales: Ubbens, Jordan, Cieslak, Mikolaj, Prusinkiewicz, Przemyslaw, Stavness, Ian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Methodology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5773030/
https://www.ncbi.nlm.nih.gov/pubmed/29375647
http://dx.doi.org/10.1186/s13007-018-0273-z

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5773030/
https://www.ncbi.nlm.nih.gov/pubmed/29375647
http://dx.doi.org/10.1186/s13007-018-0273-z

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