October 2018
Intermediate to advanced
246 pages
6h 26m
English
Content preview from Machine Learning Projects for Mobile Applications
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Applying Neural Style Transfer on Photos
In this chapter, we are going to build a complete iOS and Android application in which image transformations are applied to our own images in a fashion similar to the Instagram app. For this application, we are going to use Core ML and TensorFlow models again with the help of TensorFlow. To make this work, we will have to perform some small hacks.
The best use case for this chapter is based on a photo-editing app called Prisma with which you can convert your images into paintings using neural networks. You can convert your image into an art form that looks like it was painted by Picasso or Salvador Dali.
In this chapter, we will cover topics on:
- Artistic neural style transfer
- Building application ...
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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.