Visualizing intermediate activation in Convolutional Neural Networks with Keras

Gabriel Pierobon
Towards Data Science
9 min readNov 2, 2018

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In this article we’re going to train a simple Convolutional Neural Network using Keras with Python for a classification task. For that we will use a very small and simple set of images consisting of 100 pictures of circle drawings, 100 pictures of squares and 100 pictures of triangles which I found here in Kaggle. These will be split into training and…

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