Let's start by explaining what max pooling is, and we show how it's calculated by looking at some examples. We then discuss the motivation for why max pooling is used, and we see how we can add max pooling to a convolutional neural network in code using Keras.
We're going to be building on some of the ideas that we discussed in our video on Convolutional Neural Networks, so if you haven't seen that yet, go ahead and check it out, and then come back to watch this video once you've finished up there.
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00:00 Welcome to DEEPLIZARD - Go to deeplizard.com for learning resources
00:19 Agenda
00:47 What is max pooling?
01:14 Max pooling examples
05:42 Why use max pooling
06:52 Other pooling algorithms
07:27 Max pooling code demo
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Max Pooling in Convolutional Neural Networks explained
Теги
Kerasdeep learningmachine learningartificial neural networkneural networkneural netAIartificial intelligenceTheanoTensorflowtutorialPythonsupervised learningunsupervised learningSequential modeltransfer learningimage classificationconvolutional neural networkCNNcategorical crossentropyreluactivation functionstochastic gradient descenteducationaleducationfine-tunedata augmentationautoencodersclusteringbatch normalization
