Search Results for author: Emilio Guirado

Found 2 papers, 1 papers with code

FuCiTNet: Improving the generalization of deep learning networks by the fusion of learned class-inherent transformations

1 code implementation17 May 2020 Manuel Rey-Area, Emilio Guirado, Siham Tabik, Javier Ruiz-Hidalgo

It is widely known that very small datasets produce overfitting in Deep Neural Networks (DNNs), i. e., the network becomes highly biased to the data it has been trained on.

Data Augmentation General Classification +1

Deep-Learning Convolutional Neural Networks for scattered shrub detection with Google Earth Imagery

no code implementations3 Jun 2017 Emilio Guirado, Siham Tabik, Domingo Alcaraz-Segura, Javier Cabello, Francisco Herrera

There is a growing demand for accurate high-resolution land cover maps in many fields, e. g., in land-use planning and biodiversity conservation.

Data Augmentation Object Recognition +1

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