Now showing items 1-20 of 42

    • Acte acadèmic de clausura de la celebració dels 50 anys de l'EPSEB i obertura del curs 2012-2013 

      Escola Politècnica Superior d'Edificació de Barcelona (Serveis Informàtics de l'EPSEB, 2012-10-03)
      Audiovisual
      Open Access
    • Artificial Intelligence applied to improve resilience in the inverse algorithms of Mars wind sensors 

      Boldú Nebot, Oriol (Universitat Politècnica de Catalunya, 2021-01)
      Bachelor thesis
      Open Access
      In 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 

      Cuxart García, Anna (Universitat Politècnica de Catalunya, 2018-10-05)
      Bachelor thesis
      Open Access
      This 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 

      Arnal Romero, Gisela (Universitat Politècnica de Catalunya, 2017-06)
      Bachelor thesis
      Open Access
      Art 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 

      Roig Marí, Carlos (Universitat Politècnica de Catalunya, 2016-09)
      Bachelor thesis
      Open Access
      Deep 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 networks for malaria detection in thick smear blood samples 

      Blazquez Folch, Josep (Universitat Politècnica de Catalunya, 2022-01-31)
      Bachelor thesis
      Open Access
      Covenantee:   Fundación Probitas / Vall d'Hebron Institut de Recerca
      Malaria 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 neural networks in malaria diagnosis 

      Fernàndez García, Jaume (Universitat Politècnica de Catalunya, 2014-06-01)
      Master thesis
      Open Access
      Malaria 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 

      Sheng, Yi (Universitat Politècnica de Catalunya, 2021-05-26)
      Master thesis
      Open Access
      The 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 

      Roig Aznar, Xavier (Universitat Politècnica de Catalunya, 2019-06)
      Bachelor thesis
      Open Access
    • Detecció automàtica de la tuberculosi 

      Isart Delgado, Antoni (Universitat Politècnica de Catalunya, 2018-07)
      Bachelor thesis
      Open Access
      Tuberculosis (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 

      Fabregat Bosch, Jordi (Universitat Politècnica de Catalunya, 2020-06)
      Bachelor thesis
      Open Access
      There 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 

      Villar Cairó, Sònia (Universitat Politècnica de Catalunya, 2019-10)
      Bachelor thesis
      Open Access
      In 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 ...
    • End-to-end deep learning networks for malaria detection 

      Vizcaíno Gispert, Begoña (Universitat Politècnica de Catalunya, 2020-01)
      Bachelor thesis
      Open Access
      Malaria 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 

      González López, Julio (Universitat Politècnica de Catalunya, 2021-07-09)
      Master thesis
      Open Access
      The 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 

      Cuadrado Conde, Cristian (Universitat Politècnica de Catalunya, 2020-10-30)
      Master thesis
      Open Access
      This 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 

      Soler Lozano, Christian (Universitat Politècnica de Catalunya, 2020-06)
      Bachelor thesis
      Open Access
      Deep 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 

      Limon Jacques, Sofia Melissa (Universitat Politècnica de Catalunya, 2017-10-17)
      Bachelor thesis
      Open Access
      Leishmaniosis 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 ...
    • Inauguració del curs acadèmic 2012-2013 

      Santano Losada, Maria del Mar (2012-09-20)
      Audiovisual
      Open Access
    • Incremental class representation learning for face recognition 

      Presas Valga, Eric (Universitat Politècnica de Catalunya, 2017)
      Bachelor thesis
      Open Access
      Image classification is one of the most active challenging problems in computer vision field. Taking this to Deep Neural Networks with systems that are able to deal with large data sets as it can be ImageNet. Large ...
    • Lane conditions analysis for micromobilit applications 

      Torrecilla Mercado, Miquel (Universitat Politècnica de Catalunya, 2021-07-07)
      Bachelor thesis
      Open Access
      Due to the increase in population in large urban areas, mobility in large cities has become increasingly problematic and difficult. With the desire to find solutions to this situation, the use of micro-mobility vehicles ...