Oreilly - Machine Learning on iOS with CoreML
by Devslopes by Mark Price | Publisher: Packt Publishing | Release Date: December 2018 | ISBN: 9781838556075
Learn what is Machine learning, core ML, create XCode projects and by the end of the course, we create an app for Photo analysis.About This VideoHands-on app building course for iOS appsThis course gives you everything you need to start building a secure high-quality app.In DetailThis is the most comprehensive, yet straight-forward course for the mobile application programming. Whether you have never programmed before, already know basic syntax, this course is for you! This course will teach you core data in a practical manner, with every lecture. Learn mobile app building in a way that will advance your career and increase your knowledge, all in a fun and practical way!All the code and supporting files for this course are available at: https://github.com/PacktPublishing/Machine-Learning-on-iOS-with-CoreML/Downloading the example code for this course: You can download the example code files for all Packt video courses you have purchased from your account at http://www.PacktPub.com. If you purchased this course elsewhere, you can visit http://www.PacktPub.com/support and register to have the files e-mailed directly to you.
- Chapter 1 : CoreML Basics
- Intro to App – Core ML Photo Analysis 00:04:26
- What is Machine Learning? 00:07:47
- What is Core ML? 00:04:59
- Creating Xcode Project 00:02:43
- Building ImageVC in Interface Builder / Wiring Up 00:07:41
- Creating ImageCell & Subclass / Wiring Up 00:08:13
- Creating FoodItems Helper File 00:07:02
- Creating Custom 3x3 Grid UICollectionViewFlowLayout 00:09:12
- Choosing, Downloading, Importing Core ML Model 00:05:18
- Passing Images through Core ML Model 00:12:19
- Handling Core ML Prediction Results 00:09:42
- Challenge – Core ML Photo Analysis 00:01:02