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Detection of unknown strawberry diseases based on OpenMatch and two-head network for continual learning

For continual learning in the process of plant disease recognition it is necessary to first distinguish between unknown diseases from those of known diseases. This paper deals with two different but related deep learning techniques for the detection of unknown plant diseases; Open Set Recognition (O...

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Detalles Bibliográficos
Autores principales: Jiang, Kan, You, Jie, Dorj, Ulzii-Orshikh, Kim, Hyongsuk, Lee, Joonwhoan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9520169/
https://www.ncbi.nlm.nih.gov/pubmed/36186017
http://dx.doi.org/10.3389/fpls.2022.989086