May 2020
Intermediate to advanced
576 pages
26h 55m
French
Content preview from Deep Learning avec Keras et TensorFlow
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9.9 Réseaux antagonistes génératifs (GAN)
365
© Dunod – Toute reproduction non autorisée est un délit.
Autrement dit, les nouvelles couches de convolution (représentées par des lignes
pointillées sur la gure9.19) apparaissent progressivement, tandis que la couche de
sortie d’origine disparaît progressivement. Une technique d’apparition/disparition
semblable est utilisée lorsqu’une nouvelle couche de convolution est ajoutée au dis
-
criminateur (suivie d’une couche de pooling moyen pour le sous
-échantillonnage).
L’article propose plusieurs autres techniques dont l’objectif est d’augmenter la
diversité des sorties (pour éviter tout mode collapse ...
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