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An explainable deep machine vision framework for plant stress phenotyping

Current approaches for accurate identification, classification, and quantification of biotic and abiotic stresses in crop research and production are predominantly visual and require specialized training. However, such techniques are hindered by subjectivity resulting from inter- and intrarater cogn...

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Detalhes bibliográficos
Publicado no:Proc Natl Acad Sci U S A
Main Authors: Ghosal, Sambuddha, Blystone, David, Singh, Asheesh K., Ganapathysubramanian, Baskar, Singh, Arti, Sarkar, Soumik
Formato: Artigo
Idioma:Inglês
Publicado em: National Academy of Sciences 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5939070/
https://ncbi.nlm.nih.gov/pubmed/29666265
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.1716999115
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