May 2020
Intermediate to advanced
576 pages
26h 55m
French
Content preview from Deep Learning avec Keras et TensorFlow
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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.
246
Chapitre 6. Vision par ordinateur et réseaux de neurones convolutifs
Il est surprenant de voir qu’à peine 40 lignes de code permettent de construire le
modèle qui a gagné le dé ILSVRC en 2015
! Cela montre parfaitement l’élégance du
modèle ResNet et la capacité d’expression de l’API de Keras. L’implémentation des
autres architectures de CNN n’est pas beaucoup plus complexe. Mais Keras fournit
déjà plusieurs de ces architectures en standard, alors pourquoi ne pas les employer
directement
?
6.6 UTILISER DES MODÈLES PRÉENTRAÎNÉS DE KERAS
En général, vous n’aurez pas à implémenter manuellement des modèles standard
comme GoogLeNet ou ResNet, car ...
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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.