Browsing by Author "Rey Juárez, Santiago del"Més informacióMés informació

Now showing items 1-4 of 4

    • An analysis of modeling and training decisions for greener computer vision systems 

      Rey Juárez, Santiago del (Universitat Politècnica de Catalunya, 2023-01-26)
      Master thesis
      Restricted access - confidentiality agreement
      The main goal of this study is to analyze the impact of the model architecture and training strategy when building green computer vision systems. We divide this goal into two research questions. In the first one, we ...

    • Bayesian network analysis of software logs for data-driven software maintenance 

      Rey Juárez, Santiago del; Martínez Fernández, Silverio Juan; Salmerón Cerdán, Antonio (2023-06)
      Article
      Open Access
      Software organisations aim to develop and maintain high-quality software systems. Due to large amounts of behaviour data available, software organisations can conduct data-driven software maintenance. Indeed, software ...

    • Desarrollo dirigido por datos: Un ejemplo práctico con ChessLeague 

      Rey Juárez, Santiago del (Universitat Politècnica de Catalunya, 2021-06-28)
      Bachelor thesis
      Open Access
      Hoy en día cualquier producto de software genera una gran cantidad de datos tanto de manera explícita como implícita, los cuales se pueden aprovechar de muchas formas. Un ejemplo claro es su análisis para extraer información ...

    • Do DL models and training environments have an impact on energy consumption? 

      Rey Juárez, Santiago del; Martínez Fernández, Silverio Juan; Cruz, Luís; Franch Gutiérrez, Javier (Institute of Electrical and Electronics Engineers (IEEE), 2023)
      Conference report
      Open Access
      Current research in the computer vision field mainly focuses on improving Deep Learning (DL) correctness and inference time performance. However, there is still little work on the huge carbon footprint that has training ...