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....

Fuld beskrivelse

Bibliografiske detaljer

Principais autores:	Takehiro Murai, Yoshitaka Inoue, Assey Nambirige, George A. Annor
Format:	Artigo
Sprog:	Inglês
Udgivet:	Elsevier 2023-10-01
Serier:	Heliyon
Fag:	Gluten GlutoPeak test Machine learning AutoML Convolutional neural network Transfer learning
Online adgang:	http://www.sciencedirect.com/science/article/pii/S2405844023077307
Tags:	Tilføj Tag Ingen Tags, Vær først til at tagge denne postø!