Enviaments recents

  • Hybrid CNN+LSTM for face recognition in videos 

    Bellantonio, Marco (Universitat Politècnica de Catalunya, 2016-12)
    Projecte Final de Màster Oficial
    Accés obert
    Realitzat a/amb:  Universidad Técnica Federico Santa María
    El reconocimiento de caras, junto con la identificación de las acciones y gestos humanos, es en la actualidad una de las aplicaciones informáticas, más exitosas de análisis automatizado del comportamiento humano. Durante ...
  • Social-aware drone navigation using social force model 

    Garza Elizondo, Luis Alberto (Universitat Politècnica de Catalunya, 2016-10-07)
    Projecte Final de Màster Oficial
    Accés obert
    Realitzat a/amb:  Universitat de Barcelona
    Robot’s navigation is one of the hardest challenges to deal with, because real environments imply highly dynamic objects moving in all directions. The main ideal goal is to conduct a safe navigation within the ...
  • An intelligent decision support system for machine learning algorithms recommendation 

    Mihai, Andrei (Universitat Politècnica de Catalunya, 2017-02)
    Projecte Final de Màster Oficial
    Accés obert
    Realitzat a/amb:  En col·laboració amb la Universitat de Barcelona i la Universitat Rovira i Virgili
    Machine learning is a very central topic in Artificial Intelligence and even computer science in general. Nowadays, its use in Big Data problems is quite well known. However, while the big data, and machine learning ...
  • WordFences: Text localization and recognition 

    Polzounov, Andrei (Universitat Politècnica de Catalunya, 2017-01)
    Projecte Final de Màster Oficial
    Accés obert
    Realitzat a/amb:  Institute for Infocomm Research
    In recent years, text recognition has achieved remarkable success in recognizing scanned document text. However, word recognition in natural images is still an open problem, which generally requires time consuming ...
  • Market basket analysis in retail 

    Reig Grau, Gerard (Universitat Politècnica de Catalunya, 2017-01)
    Projecte Final de Màster Oficial
    Accés obert
    Realitzat a/amb:  CleverData
    In this Master Thesis memory will be described a full end-to-end data science project performed in CleverData, a successful start-up specialized in machine learning techniques and analytics tools. Over all its capacities, ...
  • Cross listing analysis in short-term rental accommodation platforms 

    Sanz Bertran, Nil (Universitat Politècnica de Catalunya, 2017-01)
    Projecte Final de Màster Oficial
    Accés restringit per acord de confidencialitat
  • Development of an application for the generation of robot trajectories based on learning by demonstration techniques 

    Dávila Carmona, Cristian (Universitat Politècnica de Catalunya, 2017-01)
    Projecte Final de Màster Oficial
    Accés obert
    The need of designing and implementing software to prepare robots for the execution of new tasks implies an expensive cost that requires specific hardware, software and knowledge. Learning by demonstration is a paradigm ...
  • Automatic methods for detection of midline brain abnormalities 

    Solanes Font, Aleix (Universitat Politècnica de Catalunya, 2017-01-20)
    Projecte Final de Màster Oficial
    Accés obert
    Different studies have demonstrated an augmented prevalence of different midline brain abnormalities in patients with both mood and psychotic disorders. One of these abnormalities is the cavum septum pellucidum (CSP), ...
  • Face recognition using Deep Learning 

    Serra Alza, Xavier (Universitat Politècnica de Catalunya, 2017-01-20)
    Projecte Final de Màster Oficial
    Accés restringit per acord de confidencialitat
  • Mixture density networks for distribution and uncertainty estimation 

    Brando Guillaumes, Axel (Universitat Politècnica de Catalunya, 2017-02-01)
    Projecte Final de Màster Oficial
    Accés obert
    Realitzat a/amb:  Universitat de Barcelona
    The deep learning techniques have made neural networks the leading option for solving some computational problems and it has been shown the production of the state-of-the-art results in many fields like computer vision, ...

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