Skip to Content
Mobile Deep Learning with TensorFlow Lite, ML Kit and Flutter
book

Mobile Deep Learning with TensorFlow Lite, ML Kit and Flutter

by Anubhav Singh, Rimjhim Bhadani
April 2020
Intermediate to advanced
380 pages
9h 24m
English
Packt Publishing
Content preview from Mobile Deep Learning with TensorFlow Lite, ML Kit and Flutter

Summary

In this chapter, we learned about the growth of AI in mobile devices, which provides machines with the ability to reason and make decisions without being explicitly programmed. We also studied machine learning and deep learning, which are inclusive of the technologies and algorithms associated with the domain of AI. We looked at various deep learning architectures, including CNNs, GANs, RNNs, and LSTMs.

We introduced reinforcement learning and NLP, along with the different methods of integrating AI on Android and iOS. Basic knowledge of deep learning and of how we can integrate it with mobile apps is important for the upcoming chapters, where we shall be extensively using this knowledge to create some real-world applications.

In the ...

Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.

Read now

Unlock full access

More than 5,000 organizations count on O’Reilly

AirBnbBlueOriginElectronic ArtsHomeDepotNasdaqRakutenTata Consultancy Services

QuotationMarkO’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.
Head of Cybersecurity
QuotationMarkI 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.
Field Engineer
QuotationMarkI’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.
Data Platform Tech Lead
QuotationMarkI'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.
Mark W.
Embedded Software Engineer

You might also like

Keras 2.x Projects

Keras 2.x Projects

Giuseppe Ciaburro

Publisher Resources

ISBN: 9781789611212