Search Results for author: Sergio Alvarez-Napagao

Found 4 papers, 2 papers with code

When & How to Transfer with Transfer Learning

1 code implementation8 Nov 2022 Adrian Tormos, Dario Garcia-Gasulla, Victor Gimenez-Abalos, Sergio Alvarez-Napagao

In deep learning, transfer learning (TL) has become the de facto approach when dealing with image related tasks.

Transfer Learning

Healthy Twitter discussions? Time will tell

no code implementations21 Mar 2022 Dmitry Gnatyshak, Dario Garcia-Gasulla, Sergio Alvarez-Napagao, Jamie Arjona, Tommaso Venturini

Studying misinformation and how to deal with unhealthy behaviours within online discussions has recently become an important field of research within social studies.

Misinformation

Obstruction level detection of sewer videos using convolutional neural networks

no code implementations4 Feb 2020 Mario A. Gutierrez-Mondragon, Dario Garcia-Gasulla, Sergio Alvarez-Napagao, Jaume Brossa-Ordoñez, Rafael Gimenez-Esteban

In this work, we design a methodology to train a Convolutional Neural Network for identifying the level of obstruction in pipes, thus reducing the human effort required on such a frequent and repetitive task.

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