May 2018
Intermediate to advanced
404 pages
9h 37m
English
Overview
Discover how to bring artificial intelligence to mobile and embedded devices with 'Intelligent Mobile Projects with TensorFlow'. This book offers practical tutorials on building more than 10 innovative projects that leverage TensorFlow Mobile and Lite to enable functionality like image recognition, voice command understanding, and game-playing intelligence.
What this Book will help me do
- Learn to classify images and implement advanced vision tasks with practical examples.
- Understand how to detect objects and process their locations accurately within projects.
- Gain the ability to build intelligent mobile apps using TensorFlow Lite for Android and iOS.
- Master deploying TensorFlow-powered models onto Raspberry Pi for diverse applications.
- Develop AI-powered mobile games implementing reinforcement learning techniques.
Author(s)
None Tang, an experienced developer and AI enthusiast, specializes in creating intelligent applications using TensorFlow. With a passion for teaching, Tang brings readers valuable insights into building AI projects on mobile and embedded platforms. The book reflects Tang's practical expertise and dedication to making complex technologies accessible.
Who is it for?
This book is ideal for mobile developers, particularly iOS and Android developers, who are interested in integrating TensorFlow models into their applications. It is also suitable for TensorFlow practitioners seeking to expand their knowledge into mobile and embedded device application. Readers should have familiarity with basic programming concepts and some knowledge of machine learning would be helpful.
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
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.