Exploració per altres contribucions "Sayrol Clols, Elisa"
Ara es mostren els items 1-20 de 48
-
Acte acadèmic de clausura de la celebració dels 50 anys de l'EPSEB i obertura del curs 2012-2013
(Serveis Informàtics de l'EPSEB, 2012-10-03)
Audiovisual
Accés obert -
Artificial Intelligence applied to improve resilience in the inverse algorithms of Mars wind sensors
(Universitat Politècnica de Catalunya, 2021-01)
Treball Final de Grau
Accés obertIn recent years, the interest in Mars exploration has increased exponentially due to the attractive desire of setting up the first human settlements in the Red Planet. Great efforts are being made to characterise the ... -
Classificació i reconeixement automàtics de tests neuro-psicològics per a la diagnosi de malalties neurològiques
(Universitat Politècnica de Catalunya, 2018-10-05)
Treball Final de Grau
Accés obertThis project has been proposed by the Neurofunctionality and Lenguage Group of IMIM and by the co-directors of this project and professors of UPC's Department of Signal Theory and Communications. The main objective of this ... -
Dancing with deep learning
(Universitat Politècnica de Catalunya, 2017-06)
Treball Final de Grau
Accés obertArt and technology are in constant synergetic expansion. Willy Barleycorn - Machine Learning in Dance. When art uses technology as a way of creation by the hand of the own artist it comes a synergy with great potential. ... -
Deep learning architectures for Computer Vision
(Universitat Politècnica de Catalunya, 2016-09)
Treball Final de Grau
Accés obertDeep learning has become part of many state-of-the-art systems in multiple disciplines (specially in computer vision and speech processing). In this thesis Convolutional Neural Networks are used to solve the problem of ... -
Deep Learning Efficient algorithms for Micromobility Safety Applications
(Universitat Politècnica de Catalunya, 2022-07-04)
Treball Final de Grau
Accés obertThis project consists of the implementation of efficient Deep Learning algorithms in order to increase safety in urban micromobility. It analyses software that is capable of identifying the type of road on which a light ... -
Deep learning networks for malaria detection in thick smear blood samples
(Universitat Politècnica de Catalunya, 2022-01-31)
Treball Final de Grau
Accés obert
Realitzat a/amb: Fundación Probitas / Vall d'Hebron Institut de RecercaMalaria is a life-threatening disease. In 2019 there were an estimated 229 million cases of malaria in 87 malaria endemic countries. This thesis presents the results of three end-to-end deep learning models that provide ... -
Deep learning networks with adaptive attention mechanisms for malaria detection in thick smear blood samples
(Universitat Politècnica de Catalunya, 2022-10-25)
Treball Final de Grau
Accés obertThis project aims to develop an end-to end deep network to detect malaria parasites from thick smear blood sample images with object detectors. This project uses different objects detectors such as Faster-RCNN, SSD, RetinaNet ... -
Deep learning neural networks in malaria diagnosis
(Universitat Politècnica de Catalunya, 2014-06-01)
Projecte Final de Màster Oficial
Accés obertMalaria is a serious disease mostly spread in tropical and subtropical areas that causes 438.000 deaths per year. Current malaria diagnosis relies primarily on microscopic examination of stained blood films. This method ... -
Design of algorithms for improving resilience of sensors in space exploration
(Universitat Politècnica de Catalunya, 2021-05-26)
Projecte Final de Màster Oficial
Accés obertThe main goal of this thesis is to design and implement software, based on artificial neural networks, capable of predicting data values for failures in the wind sensor aboard NASA's rovers. To achieve this objective, it ... -
Destination prediction of Car Sharing and other vehicles using deep learning
(Universitat Politècnica de Catalunya, 2019-06)
Treball Final de Grau
Accés obert -
Detecció automàtica de la tuberculosi
(Universitat Politècnica de Catalunya, 2018-07)
Treball Final de Grau
Accés obertTuberculosis (TB) is a respiratory infectious disease that mainly affects the lungs and can cause the death of people who suffer it. Currently, in tropical and subtropical countries, the disease is growing and the resources ... -
Detection & tracking for micromobility safety using computer vision and artificial intelligence
(Universitat Politècnica de Catalunya, 2020-06)
Treball Final de Grau
Accés obertThere is a need of increasing the safety of mobility, considering any type of vehicle, but specially facing the growing use of micro-mobility vehicles, such as scooters, bikes or small cars in urban areas. A fundamental ... -
Development of efficient networks for mobile devices to detect tuberculosis using deep learning
(Universitat Politècnica de Catalunya, 2019-10)
Treball Final de Grau
Accés obertIn this project, an Android App was built to automatically detect tuberculosis from photographs captured by a smartphone directly adapted to a microscope, so doctors or technicians from developing countries can use their ... -
Efficient deep neural networks for micromobility vision applications
(Universitat Politècnica de Catalunya, 2022-05-19)
Projecte Final de Màster Oficial
Accés obertToday, with the evolution of social behavior models, European regulations on emissions due to climate change and new transport alternatives available on the market, there has been a massive increase in the so-called personal ... -
End-to-end deep learning networks for malaria detection
(Universitat Politècnica de Catalunya, 2020-01)
Treball Final de Grau
Accés obertMalaria is an infectious disease that affects between 300 and 500 million people a year in the whole world. Most cases appear in less developed countries, especially in Africa. In these places, the lack of resources delays ... -
Environment perception for micromobility applications
(Universitat Politècnica de Catalunya, 2021-07-09)
Projecte Final de Màster Oficial
Accés obertThe objective of this project is to see how deep learning technologies, specifically image recognition features and RNNs, can help to make the life of everybody living in the city safer, and help preventing some of the ... -
Fish detection in coastal areas
(Universitat Politècnica de Catalunya, 2020-10-30)
Projecte Final de Màster Oficial
Accés obertThis project is a computer vision work with underwater images with seabed images, with the purpose of locate fishes. The main purpose of this thesis is to develop an algorithm capable of get the largest amount of background ... -
Hot Spot prediction for Routing of Car Sharing and other vehicles using AI
(Universitat Politècnica de Catalunya, 2020-06)
Treball Final de Grau
Accés obertDeep learning techniques have shown to improve by far existing methods in many engineering problems whenever large amounts of data is available and powerful processors (GPUs) are available for training. In Urban Mobility ... -
Image analysis and classification techniques for Leishmaniosis Detection
(Universitat Politècnica de Catalunya, 2017-10-17)
Treball Final de Grau
Accés obertLeishmaniosis is considered a neglected disease that causes thousands of deaths annually in some countries, specially tropical and subtropical countries. It is caused by protozoa of the genus Leishmania spp., which develop ...
