Welcome to the sensible implementation information of our Deep Studying Illustrated collection. On this collection, we bridge the hole between principle and utility, bringing to life the neural community ideas explored in earlier articles.
Deep Studying, Illustrated
In right this moment’s article, we’ll construct a Convolutional Neural Community (CNN) utilizing TensorFlow. Make sure to learn the earlier CNN article, as this one assumes you’re already accustomed to the interior workings and mathematical foundations of a CNN. We’ll be focusing solely on implementation right here, so prior data will enable you observe alongside extra simply.
We’ll create the identical easy picture classifier that predicts whether or not a given picture is an ‘X’ or not.