Browsing Computer Science (Theses and Dissertations) by Subject "Deep Learning"

Now showing items 1-3 of 3

    • Applications in Image Aesthetics Using Deep Learning: Attribute Prediction, Image Captioning and Score Regression 

      Ghosal, Koustav (Trinity College Dublin. School of Computer Science & Statistics. Discipline of Computer Science, 2021)
      Image Aesthetics refers to the branch of computer vision which is about the study of aesthetic properties of photographs i.e. the factors which make an image look pleasing or dull. Such factors extend beyond the physical ...

    • Denoising approaches for data preparation in machine learning 

      Liu, Chao Jung (Trinity College Dublin. School of Computer Science & Statistics. Discipline of Computer Science, 2022)
      Machine-learning models have been recently developed in various computer vision applications, such as image detention, segmentation and so on. Models are often trained based on data that present various levels of accuracy, ...

    • Extracting new urban patterns in cities: Analysis, models and applications 

      SALAMA, HITHAM AHMED ASSEM (Trinity College Dublin. School of Computer Science & Statistics. Discipline of Computer Science, 2018)
      Smart city initiatives rely on real-time measurements and data collected by a large num- ber of heterogenous physical sensors deployed throughout a city. The data gathered by physical sensors can capably identify important ...