May 2018
Intermediate to advanced
447 pages
12h 11m
German
book
Deep Learning mit Python und Keras - Das Praxis-Handbuch vom Entwickler der Keras-Bibliothek
by Francois Chollet
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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 5: Deep Learning und maschinelles Sehen
Die Themen in diesem Kapitel:
Konvolutionale neuronale Netze (engl. Convolutional Neural Networks, CNNs)
Überanpassung durch Datenaugmentation verhindern
Merkmalsextraktion mit vortrainierten CNNs
Feinabstimmung eines vortrainierten CNNs
Visualisierung: Was CNNs erlernen können und wie sie Entscheidungen treffen
In diesem Kapitel werden CNNs vorgestellt. Diese Art Deep-Learning-Modell wird in praktisch allen Anwendungsgebieten des maschinellen Sehens eingesetzt. Sie werden erfahren, wie sich CNNs zum Lösen von Bildklassifizierungsaufgaben einsetzen lassen – insbesondere solchen Aufgaben, für die nur kleine Trainingsdatenmengen zur Verfügung stehen, was außerhalb von großen Technologiekonzernen ...
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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.