Cargando…

A weight optimization-based transfer learning approach for plant disease detection of New Zealand vegetables

Deep learning (DL) is an effective approach to identifying plant diseases. Among several DL-based techniques, transfer learning (TL) produces significant results in terms of improved accuracy. However, the usefulness of TL has not yet been explored using weights optimized from agricultural datasets....

Descripción completa

Detalles Bibliográficos
Autores principales: Saleem, Muhammad Hammad, Potgieter, Johan, Arif, Khalid Mahmood
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9641257/
https://www.ncbi.nlm.nih.gov/pubmed/36388538
http://dx.doi.org/10.3389/fpls.2022.1008079