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Foundations of Convolutional Neural Networks

Table of Contents

Convolutional Neural Networks

Computer Vision

Edge Detection Example

More Edge Detection

Padding

Strided Convolutions

Convolutions Over Volume

One Layer of a Convolutional Network

Simple Convolutional Network Example

Pooling Layers

CNN Example

Why Convolutions?