Madadi, MeysamAcosta Hernández, Jorge2020-11-112020-11-112020-09-13https://hdl.handle.net/2445/171974Treballs Finals de Grau d'Enginyeria Informàtica, Facultat de Matemàtiques, Universitat de Barcelona, Any: 2020, Director: Meysam Madadi[en] The aim of this project is to develop a model which is able to generate a neutral face from a sample of images of the same person with different expressions. This expressions can be gathered from a video of that person just talking frontally to the camera. For doing this we will need a model which as it is able to learn meaningful features of the frontal faces. Also this model should be capable of reconstructing faces from this learned features.61 p.application/pdfengmemòria: cc-nc-nd (c) Jorge Acosta Hernández, 2020codi: GPL (c) Jorge Acosta Hernández, 2020http://creativecommons.org/licenses/by-nc-nd/3.0/es/http://www.gnu.org/licenses/gpl-3.0.ca.htmlAprenentatge automàticXarxes neuronals (Informàtica)ProgramariTreballs de fi de grauReconeixement facial (Informàtica)Expressió facialMachine learningNeural networks (Computer science)Computer softwareHuman face recognition (Computer science)Facial expressionBachelor's thesesNeutral face generator using variational autoencodersinfo:eu-repo/semantics/bachelorThesisinfo:eu-repo/semantics/openAccess