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Generování realistických snímků obloh / Generation of realistic skydome images

Generation of realistic skydome images We aim to generate realistic images of the sky with clouds using generative adversarial networks (GANs). We explore two GAN architectures, ProGAN and StyleGAN, and find that StyleGAN produces significantly better results. We also propose a novel architecture SuperGAN which aims to generate images at very high resolutions, which cannot be efficiently handled using state-of-art architectures. 1

Identiferoai:union.ndltd.org:nusl.cz/oai:invenio.nusl.cz:416028
Date January 2020
CreatorsŠpaček, Jan
ContributorsWilkie, Alexander, Pilát, Martin
Source SetsCzech ETDs
LanguageCzech
Detected LanguageEnglish
Typeinfo:eu-repo/semantics/masterThesis
Rightsinfo:eu-repo/semantics/restrictedAccess

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