Machine Learning with Core ML

Leverage the power of Apple\'s Core ML to create smart iOS apps

Key Features

• Explore the concepts of machine learning and Apple’s Core ML APIs
• Use Core ML to understand and transform images and videos
• Exploit the power of using CNN and RNN in iOS applications

Book Description

What you will learn

• Understand components of an ML project using algorithms, problems, and data
• Master Core ML by obtaining and importing machine learning model, and generate classes
• Prepare data for machine learning model and interpret results for optimized solutions
• Create and optimize custom layers for unsupported layers
• Apply CoreML to image and video data using CNN
• Learn the qualities of RNN to recognize sketches, and augment drawing
• Use Core ML transfer learning to execute style transfer on images

Who this book is for

Machine Learning with Core ML is for you if you are an intermediate iOS developer interested in applying machine learning to your mobile apps. This book is also for those who are machine learning developers or deep learning practitioners who want to bring the power of neural networks in their iOS apps. Some exposure to machine learning concepts would be beneficial but not essential, as this book acts as a launchpad into the world of machine learning for developers.