Understanding the Design of a Convolutional Neural Network
Convolutional neural networks have been found successful in computer vision applications. Various network architectures are proposed, and they are neither magical nor hard to understand.
In this tutorial, you will make sense of the operation of convolutional layers and their role in a larger convolutional neural network.
After finishing this tutorial, you will learn:
- How convolutional layers extract features from an image
- How different convolutional layers can stack up to build a neural network
Let’s get started.
Understanding the design of a convolutional neural network
Photo by Kin Shing Lai. Some rights reserved.
Overview
This article is divided into three sections; they are:
- An Example