Universitat de Barcelona
Mostrando ítems 1-14 de 14
Despite the rapid growth of machine learning in the past decades, deploying automated decision making systems in practice remains a challenge for most companies. On an average day, data scientists face substantial barriers ...
Several computer vision approaches have been proposed for tackling food analysis problems, due to the challenging problem it poses, the ease collection of food images, and its numerous applications to health and leisure. ...
[eng] Deep Learning (DL) models have gained extensive attention due to their remarkable performance in a wide range of real-world applications, particularly in computer vision. This achievement, combined with the increase ...
The world of Machine Learning and Computer Vision has experienced a revolution since the last years. The appearance of Deep Learning algorithms and Convolutional Neural Networks, altogether with the increased processing ...
Presentar una tesis doctoral sobre informática, sea el campo de conocimiento que sea, tiene un elevado riesgo debido a los imparables avances que se producen a diario, y lo que se dice hoy mañana está anticuado. El ámbito ...
The visual analysis of humans from images is an important topic of interest due to its relevance to many computer vision applications like pedestrian detection, monitoring and surveillance, human-computer interaction, ...
[eng] The field of Artificial Intelligence (AI) has undergone a revolution in recent years with the advent of more efficient computing hardware and well-documented software for model development. Many fields are being ...
Currently, thanks to the Big Data boom, the excellent results obtained by deep learning models and the strong digital transformation experienced over the last years, many companies have decided to incorporate machine ...
[eng] During the last few years, AI development in deep learning has been going so fast that even important researchers, politicians, and entrepreneurs are signing petitions to try to slow it down. The newest methods for ...
Es tracta d'una recerca d'història que s'aplica al camp de la producció artística i literària en xarxa i que pretén explicar com apareix, es desenvolupa, es consolida i es legitima un nou camp cultural, com el mode de ...
Egocentric action recognition consists in determining what a wearable camera user is doing from his perspective. Its defining characteristic is that the person himself is only partially visible in the images through his ...
La interfaz humana-máquina actúa como intermediario entre el usuario y el sistema. Evitan que el usuario tenga que enfrentarse directamente a la compleja realidad del sistema, presentándole un modelo y traduciendo sus ...
El software libre está cada vez más presente en lo cotidiano y actualmente ha dejado de ser sólo un asunto de interés para técnicos o profesionales de informática para volverse de interés general, provocando así discusiones ...
[eng] With the aim of creating artificial systems capable of mirroring the nuanced understanding and interpretative powers inherent to human cognition, this thesis embarks on an exploration of the intersection between human ...
