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Deep Learning Kochbuch
book

Deep Learning Kochbuch

by Douwe Osinga
February 2019
Intermediate to advanced
262 pages
6h 47m
German
dpunkt
Content preview from Deep Learning Kochbuch

KAPITEL 13

Bilder mit Autoencodern erzeugen

In Kapitel 5 haben wir untersucht, wie wir Text im Stil eines vorgegebenen Korpus generieren können. Hierzu haben wir uns Beispiele angesehen, die auf den Werken von Shakespeare oder dem Code aus der Python-Standardbibliothek basierten. In Kapitel 12 haben wir Bilder generiert, indem wir die Aktivierungen der Kanäle in einem vortrainierten Netzwerk optimiert haben. In diesem Kapitel kombinieren wir diese Methoden, um Bilder anhand von Beispielen zu erzeugen.

Die Bilderzeugung auf Basis von Beispielen ist ein aktiver Forschungsbereich, in dem monatlich über neue Ideen und Durchbrüche berichtet wird. Die modernsten Algorithmen gehen jedoch in Bezug auf Modellkomplexität, Trainingszeit und Datenbedarf ...

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Publisher Resources

ISBN: 9781492071693