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Deep Learning with fastai Cookbook

You're reading from   Deep Learning with fastai Cookbook Leverage the easy-to-use fastai framework to unlock the power of deep learning

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Product type Paperback
Published in Sep 2021
Publisher Packt
ISBN-13 9781800208100
Length 340 pages
Edition 1st Edition
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Author (1):
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Mark Ryan Mark Ryan
Author Profile Icon Mark Ryan
Mark Ryan
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Table of Contents (10) Chapters Close

Preface 1. Chapter 1: Getting Started with fastai 2. Chapter 2: Exploring and Cleaning Up Data with fastai FREE CHAPTER 3. Chapter 3: Training Models with Tabular Data 4. Chapter 4: Training Models with Text Data 5. Chapter 5: Training Recommender Systems 6. Chapter 6: Training Models with Visual Data 7. Chapter 7: Deployment and Model Maintenance 8. Chapter 8: Extended fastai and Deployment Features 9. Other Books You May Enjoy

Displaying thumbnails in your image classification model deployment

When you created a deployment for the image classification model in the Deploying a fastai model trained on an image dataset recipe of Chapter 7, Deployment and Model Maintenance, there was something useful missing: a thumbnail of the image that you selected in home.html. In this recipe, you will see how to update home.html to display a thumbnail of the image that the user selects.

Getting ready

Ensure that you have followed the steps in the Deploying a fastai model trained on an image dataset recipe of Chapter 7, Deployment and Model Maintenance, to do the deployment of the image classification model.

How to do it…

In this recipe, you will be making updates to home.html in your image classification model deployment so that a thumbnail of the image you selected gets displayed.

To make these updates, go through the following steps:

  1. Make the directory for the image classification deployment...
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