Głębokie uczenie dla rozpoznawania emocji

Głębokie uczenie dla rozpoznawania emocji

Fatiha Limami

66,79 €
IVA incluido
Disponible
Editorial:
KS OmniScriptum Publishing
Año de edición:
2025
ISBN:
9786209479120
66,79 €
IVA incluido
Disponible

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Sobre IBD

Ta książka bada rozwój wizji komputerowej i zautomatyzowanej percepcji emocjonalnej sztucznej inteligencji. W szczególności wykorzystujemy algorytmy głębokiego uczenia, DCNN i VGG19 do łączenia języka ciała i informacji kontekstowych, w tym czynników środowiskowych, społecznych i kulturowych. Optymalizujemy głębokie sieci neuronowe, agregując wiele zbiorów danych obrazowych, w tym EMOTIC (ADE20K, MSCOCO), EMODB_SMALL i FRAMESDB, aby prawidłowo ocenić ciągłe wymiary emocjonalne i dyskretne emocje. Nasze wyniki pokazują znaczący postęp w stosunku do obecnych metod, poprawiając kontekstową świadomość emocjonalną. Praca ta otwiera drogę do znaczących zastosowań w robotyce społecznej, informatyce afektywnej i interakcji człowiek-maszyna, umożliwiając złożone wykrywanie emocji w wielu różnych kontekstach świata rzeczywistego.

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