Recent Submissions

  • Multiple object tracking using deep learning techniques 

    Prat Ortonobas, Laia (Universitat Politècnica de Catalunya, 2020-06)
    Bachelor thesis
    Open Access
    This project has been devoted to (i) learning what Multiple Object Tracking (MOT) is, (ii) learning Python, one of the most used languages in Machine Learning and computer vision, and (iii) to evaluate a tracker (TrajTrack), ...
  • Super-resolution of Sentinel-2 images a single network for all-bands upsampling 

    Esquena Calm, Oriol (Universitat Politècnica de Catalunya, 2020-06)
    Bachelor thesis
    Open Access
  • Mapping physical stores using google street view 

    Gonzalez Mestre, Adria (Universitat Politècnica de Catalunya, 2020-06)
    Bachelor thesis
    Open Access
    Comprendre la informació textual en imatges d'escenes naturals té un paper crucial en camps com la detecció de text i el reconeixement de text. Aquesta informació es pot utilitzar àmpliament per automatitzar el que ara ...
  • Procesado de pares de señales en coordenadas polares: Aplicación musical 

    Vila Brustenga, Clara (Universitat Politècnica de Catalunya, 2020-06)
    Bachelor thesis
    Open Access
    In this work we present the result of applying signal processing techniques to music. The whole development is based on modular synthesis, for which we have used a free code software called VCV Rack that simulates a hardware ...
  • Anomaly detection using audio signals 

    Margarit Jaile, Sílvia (Universitat Politècnica de Catalunya, 2020-07)
    Bachelor thesis
    Open Access
    Covenantee:   Technische Universität Dresden
    Detecting anomalous behaviors in a specific environment is a challenge and a necessity, since by detecting an anomaly we can soon avoid wasting time to solve a specific problem. For example, in a domestic environment we ...
  • Analysis and mitigation of writeback cache lock-ups in Linux 

    Méndez Orero, Alba (Universitat Politècnica de Catalunya, 2020-06)
    Bachelor thesis
    Open Access
    Linux caches disk I/O for performance: writes complete immediately from userspace perspective, and are committed to storage later. But in the presence of heavy writers, this buffering can easily hurt system responsiveness ...
  • Big Data technologies for High Performance Computing 

    Martínez Blanco, Miquel (Universitat Politècnica de Catalunya, 2020-06)
    Bachelor thesis
    Open Access
    Hecuba is a tool written in Python and C++ developed in the Barcelona Supercomputing Center (BSC), it allows to simplify the process of reading and writing in Cassandra databases. The objective is to integrate Hecuba into ...
  • Temporal convolution network for DNA sequencing 

    Santiago García, Eric (Universitat Politècnica de Catalunya, 2020-06)
    Bachelor thesis
    Restricted access - author's decision
  • Predicció de vendes al detall amb xarxes neuronals profundes 

    Mas Sabatés, Sergi (Universitat Politècnica de Catalunya, 2020-06)
    Bachelor thesis
    Restricted access - confidentiality agreement
  • Implementation of a multi-layer neural network 

    Sánchez Espunyes, Anna (Universitat Politècnica de Catalunya, 2020-06)
    Bachelor thesis
    24 months embargo
    Covenantee:   Danmarks tekniske universitet
    In a world where the amount of data is increasing exponentially, machine learning is viewed as a disruptive technology with the potential to transform areas such as medical diagnosis, musicology, business, and financial ...
  • Recognition of type of lane for micromobility vehicles using deep learning technologies 

    González López, Julio (Universitat Politècnica de Catalunya, 2014-06)
    Bachelor thesis
    Open Access
    The objective of this project is to design a lane type recognition system for personal mobility vehicles in the city, to increase the safety of users of this type of vehicle, generate possible data and statistics useful ...
  • 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 ...

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