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....

ver descrição completa

Detalhes bibliográficos

Principais autores:	Takehiro Murai, Yoshitaka Inoue, Assey Nambirige, George A. Annor
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Elsevier 2023-10-01
coleção:	Heliyon
Assuntos:	Gluten GlutoPeak test Machine learning AutoML Convolutional neural network Transfer learning
Acesso em linha:	http://www.sciencedirect.com/science/article/pii/S2405844023077307
Tags:	Adicionar Tag Sem tags, seja o primeiro a adicionar uma tag!