Now showing items 1-3 of 3

    • Clustering of images using Generative Adversarial Networks 

      Marín Ciudad, Eloy (Universitat Politècnica de Catalunya, 2020-07)
      Bachelor thesis
      Open Access
      Covenantee:   Universitetet i Linköping
      Recently, a variation of GANs, called ClusterGAN, has shown the ability to perform unsupervised classification of images according to content thanks to the use of a discrete-continuous latent space and a clustering-specific ...
    • Facial image-based gender and age estimation 

      Bas Pujols, Bernat; Riera Pol, Francesc (Universitat Politècnica de Catalunya / Linköping University. Department of Electrical Engineering, 2013-09-05)
      Bachelor thesis
      Open Access
      Covenantee:   Universitetet i Linköping
      [ENGLISH] The principal objective of this project is to develop methods for the estimation of the gender and the age of a person based on a facial image, using classification for the gender estimation and regression for ...
    • Machine learning for analysis of hyperspectral images 

      Cubero Valentín, David (Universitat Politècnica de Catalunya, 2022-01-31)
      Bachelor thesis
      Open Access
      Covenantee:   Universitetet i Linköping
      With the advent of less expensive hyperspectral cameras, now hyperspectral images are increasingly used in many fields and thus, first, traditional machine learning tools should be exploited for its analysis. The project ...