Practical MATLAB Deep Learning: A Project-Based Approach

© Michael Paluszek and Stephanie Thomas 2020

Michael Paluszek and Stephanie ThomasPractical MATLAB Deep Learninghttps://doi.org/10.1007/978-1-4842-5124-9_11

11. Image Classification

Michael Paluszek¹  and Stephanie Thomas¹

(1)

Plainsboro, NJ, USA

 

11.1 Introduction

Image classification can be done with pretrained networks. MATLAB makes it easy to access and use these networks. This chapter shows you two examples.

11.2 Using a Pretrained Network

11.2.1 Problem

We want to use a pretrained network for image identification. First we will use AlexNet, then GoogLeNet.

11.2.2 Solution

Install AlexNet and GoogLeNet from the Add-On Explorer. Load some images and test. These are classification networks so we will use classify to run them.

11.2.3 How It Works

First we ...