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Convolutional Neural Net-Based Cassava Storage Root Counting Using Real and Synthetic Images

Cassava roots are complex structures comprising several distinct types of root. The number and size of the storage roots are two potential phenotypic traits reflecting crop yield and quality. Counting and measuring the size of cassava storage roots are usually done manually, or semi-automatically by...

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Detalles Bibliográficos
Autores principales: Atanbori, John, Montoya-P, Maria Elker, Selvaraj, Michael Gomez, French, Andrew P., Pridmore, Tony P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6888701/
https://www.ncbi.nlm.nih.gov/pubmed/31850020
http://dx.doi.org/10.3389/fpls.2019.01516