Machine learning approach in predicting GlutoPeak test parameters from image data with AutoML and transfer learning

This study introduces a novel machine learning methodology for predicting GlutoPeak test parameters from image data, leveraging AutoKeras and transfer learning. The GlutoPeak test is a tool used in the baking industry to evaluate the properties of flour, based on its gluten strength and elasticity....

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Detalles Bibliográficos
Autores principales: Murai, Takehiro, Inoue, Yoshitaka, Nambirige, Assey, Annor, George A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10543207/
https://www.ncbi.nlm.nih.gov/pubmed/37790976
http://dx.doi.org/10.1016/j.heliyon.2023.e20522

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10543207/
https://www.ncbi.nlm.nih.gov/pubmed/37790976
http://dx.doi.org/10.1016/j.heliyon.2023.e20522

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