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)
355
© Dunod – Toute reproduction non autorisée est un délit.
générer des images beaucoup plus nettes et réalistes. Focalisons-nous à présent sur les
GAN.
9.9 RÉSEAUX ANTAGONISTES GÉNÉRATIFS (GAN)
Les réseaux antagonistes génératifs ont été proposés en 2014 dans un article
241
rédigé
par Ian Goodfellow et al. Même si l’idée a presque instantanément intéressé les cher-
cheurs, il aura fallu quelques années pour surmonter certaines des difcultés de l’en-
traînement des GAN. À l’instar de nombreuses grandes idées, elle semble simple
après coup
: faire en sorte que des réseaux de neurones soient mis en concurrence ...
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