September 2020
Intermediate to advanced
216 pages
5h 7m
German
Content preview from GANs mit PyTorch selbst programmierenBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
KAPITEL 10
Konditionierte GANs
Die weiter oben entwickelten MNIST-GANs haben eine breite Vielfalt von Ausgabebildern generiert. Das war gewünscht, denn eine ständige Herausforderung beim Entwurf von GANs ist es, eine geringe Differenziertheit und letztlich einen Mode Collapse zu vermeiden.
Es wäre nützlich, wenn wir unser GAN irgendwie dazu bewegen könnten, Bilder zu erzeugen, die zwar vielfältig, aber auch auf eine Klasse der Trainingsdaten beschränkt sind. Dann könnten wir unser GAN zum Beispiel anweisen, verschiedene Bilder der Ziffer 3 zu erzeugen. Wenn wir mit Gesichtsbildern trainieren, könnten wir ein GAN beispielsweise dazu veranlassen, nur fröhliche Gesichter zu erzeugen, wenn es Emotionen als Klasse in den Trainingsdaten gibt.
cGAN-Architektur ...
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Read now
Unlock full access
More than 5,000 organizations count on O’Reilly
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.