Search Results - "Vitoria Pascual, Ignacio"

Data Augmentation Techniques for Machine Learning Applied to Optical Spectroscopy Datasets in Agrifood Applications: A Comprehensive Review by Gracia Moisés, Ander, Vitoria Pascual, Ignacio, Imas González, José Javier, Ruiz Zamarreño, Carlos

“…Machine learning (ML) and deep learning (DL) have achieved great success in different tasks. These include computer vision, image segmentation, natural…”
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Air Bubble Detection in Water Flow by Means of AI-Assisted Infrared Reflection System by Moises, Ander Gracia, Pascual, Ignacio Vitoria, Gonzalez, Jose Javier Imas, Ruiz-Zamarreno, Carlos

“…This letter introduces an innovative, cost-effective solution for detecting air bubbles in water flow systems using an AI-assisted infrared reflection system…”
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Optimization of optical spectroscopy classification algorithms for limited data scenarios in the food industry: Tomato sauce samples case by Gracia Moisés, Ander, Pascual, Ignacio Vitoria, Avedillo de la Casa, Amaia, Pérez, María Moreno, Imas González, José Javier, Ruiz-Zamarreño, Carlos

“…- This study addresses the problem of training deep learning models with limited datasets, a significant challenge in sectors like medical imaging and food…”
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