You're reading from Building Real-World Web Applications with Vue.js 3 Build a portfolio of Vue.js and TypeScript web applications to advance your career in web development

Product type Paperback

Published in Jan 2024

Publisher Packt

ISBN-13 9781837630394

Length 318 pages

Edition 1st Edition

Languages

JavaScript

Tools

Vue

Concepts

Front End Web Development

Author (1):

Joran Quinten

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Table of Contents (17) Chapters

Preface

1. Part 1: Getting Started with Vue.js Development

2. Chapter 1: Introduction to Vue.js FREE CHAPTER

3. Chapter 2: Creating a Todo List App

4. Chapter 3: Building a Local Weather App

5. Chapter 4: Creating the Marvel Explorer App

6. Part 2: Intermediate Projects

7. Chapter 5: Building a Recipe App with Vuetify

8. Chapter 6: Creating a Fitness Tracker with Data Visualization

9. Chapter 7: Building a Multiplatform Expense Tracker Using Quasar

10. Part 3: Advanced Applications

11. Chapter 8: Building an Interactive Quiz App

12. Chapter 9: Experimental Object Recognition with TensorFlow

13. Part 4: Wrapping Up

14. Chapter 10: Creating a Portfolio with Nuxt.js and Storyblok

15. Index

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Experimental Object Recognition with TensorFlow

It’s time for something a bit more experimental. As we’ve seen, artificial intelligence (AI) offers lots of new opportunities to explore when writing code assisted by AI as well as building solutions that are powered by AI. In this chapter, we’ll take a look at TensorFlow. Google developed and published TensorFlow under an open source license. It enables developers to use and train machine learning models for different sorts of applications. You can find a curated list of demos on the TensorFlow website: https://www.tensorflow.org/js/demos.

We’re going to apply a small part of the libraries that Google has published by leveraging the default published model for object recognition.

First, we’ll build a small example prototype to discover some of the capabilities. Then, we’ll apply our newly acquired knowledge to build something experimental and fun. It’s another game, where you have...