2 papers
cs.CV2024
Small data deep learning methodology for in-field disease detection
David Herrera-Poyato, Jacinto DomÃnguez-Rull, Rosana Montes +6
Early detection of diseases in crops is essential to prevent harvest losses and improve the quality of the final product. In this context, the combination of machine learning and p…
cs.CV2024
Deep Learning methodology for the identification of wood species using high-resolution macroscopic images
David Herrera-Poyatos, Andrés Herrera-Poyatos, Rosana Montes +5
Significant advancements in the field of wood species identification are needed worldwide to support sustainable timber trade. In this work we contribute to automate the identifica…