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A deep learning generative model approach for image synthesis of plant leaves

OBJECTIVES: A well-known drawback to the implementation of Convolutional Neural Networks (CNNs) for image-recognition is the intensive annotation effort for large enough training dataset, that can become prohibitive in several applications. In this study we focus on applications in the agricultural...

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Detalles Bibliográficos
Autores principales: Benfenati, Alessandro, Bolzi, Davide, Causin, Paola, Oberti, Roberto
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9674145/
https://www.ncbi.nlm.nih.gov/pubmed/36399435
http://dx.doi.org/10.1371/journal.pone.0276972