?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=Dise%C3%B1o+de+una+aplicaci%C3%B3n+m%C3%B3vil+y+entrenamiento+e+integraci%C3%B3n+de+un+modelo+de+redes+neuronales+que+reconoce+emociones+humanas+a+partir+de+im%C3%A1genes&rft.creator=Moragas+Sim%C3%B3n%2C+Daniel&rft.contributor=Talavera+Mu%C3%B1oz%2C+Edgar&rft.subject=Computer+Science&rft.description=Este+trabajo+ha+sido+desarrollado+con+el+objetivo+de+desarrollar+una+aplicaci%C3%B3n+para+dispositivos+m%C3%B3viles+cuyo+sistema+operativo+es+Android+junto+con+el+entrenamiento+y+la+integraci%C3%B3n+en+esta+aplicaci%C3%B3n+de+un+modelo+de+red+neuronal+capaz+de+reconocer+las+emociones+expresadas+por+los+rostros+humanos+figurantes+en+una+imagen.+La+memoria+tiene+como+objetivo+recorrer+todo+lo+aprendido+a+lo+largo+del+grado%2C+aplicando+t%C3%A9cnicas+y+conocimientos+adquiridos+a+lo+largo+de+este.+En+lo+que+se+refiere+a+la+metodolog%C3%ADa+utilizada+durante+este+proyecto+cabe+destacar+la+especificaci%C3%B3n+de+los+requisitos%2C+fase+clave+para+establecer+tanto+las+bases+como+los+objetivos+del+proyecto%3B+el+an%C3%A1lisis+de+estos+requisitos+para+poder+tener+una+visi%C3%B3n+m%C3%A1s+clara+del+proyecto+y+poder+comprenderlo+mejor%3B+el+an%C3%A1lisis+del+propio+sistema+a+trav%C3%A9s+del+modelado+de+comportamiento%3B+y+por+%C3%BAltimo+la+implementaci%C3%B3n%2C+fase+en+la+cual+se+ponen+a+prueba+las+fases+previas+y+se+desarrolla+lo+que+termina+siendo+el+producto+software+que+se+le+entrega+al+cliente.+Respecto+a+los+resultados+se+puede+concluir+que+se+han+alcanzado+todos+los+objetivos+propuestos+al+inicio+del+proyecto%2C+cumpliendo+as%C3%AD+con+la+especificaci%C3%B3n+de+los+requisitos+realizada+en+la+metodolog%C3%ADa.+Esto+es+una+aplicaci%C3%B3n+que+permite+al+usuario+capturar+una+imagen+con+la+c%C3%A1mara+del+dispositivo+o+seleccionarla+del+almacenamiento+de+este+y+que%2C+a+trav%C3%A9s+del+modelo+de+red+neuronal+entrenado+durante+el+proyecto%2C+se+detectan+las+emociones+a+trav%C3%A9s+de+los+rostros+reconocidos+en+esta+imagen.%0D%0AAbstract%3A%0D%0AThis+work+has+been+developed+with+the+aim+of+developing+an+application+for+mobile+devices+whose+operating+system+is+Android+along+with+the+training+and+integration+in+this+application+of+a+neural+network+model+capable+of+recognizing+the+emotions+expressed+by+human+faces+in+an+image.+The+objective+of+the+memory+is+to+go+through+everything+learned+throughout+the+degree%2C+applying+techniques+and+knowledge+acquired+along+the+way.+Regarding+the+methodology+used+during+this+project%2C+it+is+worth+mentioning+the+specification+of+the+requirements%2C+a+key+phase+to+establish+both+the+bases+and+the+objectives+of+the+project%3B+the+analysis+of+these+requirements+in+order+to+have+a+clearer+vision+of+the+project+and+to+understand+it+better%3B+the+analysis+of+the+system+itself+through+behavioral+modeling%3B+and+finally+the+implementation%2C+a+phase+in+which+the+previous+phases+are+tested+and+what+ends+up+being+the+software+product+delivered+to+the+customer.+Regarding+the+results%2C+it+can+be+concluded+that+all+the+objectives+proposed+at+the+beginning+of+the+project+have+been+achieved%2C+thus+complying+with+the+requirements+specification+made+in+the+methodology.+This+is+an+application+that+allows+the+user+to+capture+an+image+with+the+device%E2%80%99s+camera+or+select+it+from+the+device%E2%80%99s+storage+and+that%2C+through+the+neural+network+model+trained+during+the+project%2C+detects+emotions+through+the+faces+recognized+in+this+image.&rft.publisher=E.T.S.I+de+Sistemas+Inform%C3%83%C2%A1ticos+(UPM)&rft.rights=https%3A%2F%2Fcreativecommons.org%2Flicenses%2Fby-nc-nd%2F3.0%2Fes%2F&rft.date=2022-07&rft.type=info%3Aeu-repo%2Fsemantics%2FbachelorThesis&rft.type=Final+Project&rft.type=PeerReviewed&rft.format=application%2Fpdf&rft.language=spa&rft.rights=info%3Aeu-repo%2Fsemantics%2FrestrictedAccess&rft.identifier=https%3A%2F%2Foa.upm.es%2F71767%2F