AI and Machine Learning for On-Device Development A Programmer's Guide

AI is nothing without somewhere to run it. Now that mobile devices have become the primary computing device for most people, it's essential that mobile developers add AI to their toolbox. This insightful book is your guide to creating and running models on popular mobile platforms such as iOS and Android.Laurence Moroney, lead AI advocate at Google, offers an introduction to machine learning techniques and tools, then walks you through writing Android and iOS apps powered by common ML models like computer vision and text recognition, using tools such as ML Kit, TensorFlow Lite, and Core ML. If you're a mobile developer, this book will help you take advantage of the ML revolution today.Explore the options for implementing ML and AI on mobile devicesCreate ML models for iOS and AndroidWrite ML Kit and TensorFlow Lite apps for iOS and Android, and Core ML/Create ML apps for iOSChoose the best techniques and tools for your use case, such as cloud-based versus on-device inference and high-level versus low-level APIsLearn privacy and ethics best practices for ML on devices

ISBN:	9781098101749
Publisher:	O'Reilly Media
Imprint:	O'Reilly
Published date:	07 Sep 2021
DEWEY:	005.3
DEWEY edition:	23
Language:	English
Number of pages:	xv, 309
Weight:	572g
Height:	644mm
Width:	274mm
Spine width:	25mm

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