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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....
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Elsevier
2023
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| Materias: | |
| 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 |