July 2019
Intermediate to advanced
416 pages
10h 6m
English
Content preview from Advanced TypeScript Programming Projects
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Image Recognition with Vue.js and TensorFlow.js
One of the hottest topics in computing at the moment is machine learning. In this chapter, we are going to step into the world of machine learning and look at using the popular TensorFlow.js package to perform image classification, as well as to detect poses. As a break from Angular and React, we will move on to Vue.js to provide our client implementation.
The following topics will be covered in this chapter:
- What machine learning is and how it relates to AI
- How to install Vue
- Creating an application with Vue
- Showing a home page with the Vue template
- Using routing in Vue
- What Convolutional Neural Networks (CNNs) are
- How models are trained in TensorFlow
- Building an image classification class ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.