Convolutional Neural Networks: An Introduction

A brief journey from Perceptron to DenseNet

One may rightly wonder why another introduction to convolutional neural networks is necessary when there are numerous introductions to the same topic on the web. However, this article takes the reader from the simplest neural network, the perceptron, to the deep learning networks ResNet and DenseNet, (hopefully) in an understandable, but definitely in a concise way, covering many of the basics of deep learning in a …

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