Search Results for author: Marcelino Martínez-Sober

Found 4 papers, 4 papers with code

Deep Learning Architectures for Diagnosis of Diabetic Retinopathy

1 code implementation MDPI Applied Sciences 2023 Alberto Solano, Kevin N. Dietrich, Marcelino Martínez-Sober, Regino Barranquero-Cardeñosa, Jorge Vila-Tomás, Pablo Hernández-Cámara

For many years, convolutional neural networks dominated the field of computer vision, not least in the medical field, where problems such as image segmentation were addressed by such networks as the U-Net.

Ranked #6 on Retinal Vessel Segmentation on DRIVE (F1 score metric)

Image Segmentation Retinal Vessel Segmentation +2

Approaching sales forecasting using recurrent neural networks and transformers

1 code implementation16 Apr 2022 Iván Vallés-Pérez, Emilio Soria-Olivas, Marcelino Martínez-Sober, Antonio J. Serrano-López, Juan Gómez-Sanchís, Fernando Mateo

Accurate and fast demand forecast is one of the hot topics in supply chain for enabling the precise execution of the corresponding downstream processes (inbound and outbound planning, inventory placement, network planning, etc).

End-to-end Keyword Spotting using Xception-1d

1 code implementation9 Oct 2021 Iván Vallés-Pérez, Juan Gómez-Sanchis, Marcelino Martínez-Sober, Joan Vila-Francés, Antonio J. Serrano-López, Emilio Soria-Olivas

The field of conversational agents is growing fast and there is an increasing need for algorithms that enhance natural interaction.

Keyword Spotting

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