Module 1 of 3 in Building Intelligent Apps with Apple AI Models

Vision Framework

Sep 18 2024, Swift 5.10, 6.0, iOS 17.5, 18b4, Xcode 15.4, 16b6

The Vision Framework is a powerful API for various computer vision tasks on Apple devices. Explore functionalities like object detection, face recognition and more. This module provides an overview of the Vision Framework as well as covers the new features released with iOS 18 and Apple Intelligence. By Walter Tyree.

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EXPERIENCE

Intermediate level

EST TIME TO COMPLETE

1 hr, 39 mins

CONTENT

4 lessons

Module outcomes

Gain a comprehensive understanding of the Vision Framework
Construct basic Vision requests
Explore new features introduced in iOS 18

Covered concepts

Vision Framework
Machine Learning
iOS 18

Module content

Diving into the Vision Framework Lesson (21 mins)

Learn about capabilities of the Vision Framework as well as the general architecture. You’ll also learn why Apple pushes the on-device model for machine learning and vision and how to make sure your app is configured correctly.

Start

Introduction • Start Reading · 1 min

Instruction 01 Reading · 5 mins

Instruction 02 Reading · 5 mins

Demo Video · 8 mins

Conclusion Reading · 1 min

Quiz: Understanding the Vision Framework 4 questions

Building Basic Vision Requests Lesson (38 mins)

Learn the basic request and response workflow that your app can use, regardless of the type of image detection or manipulation it needs.

Start

Introduction • Start Reading · 1 min

Instruction 01 Reading · 14 mins

Demo 01 Video · 8 mins

Instruction 02 Reading · 11 mins

Demo 02 Video · 4 mins

Conclusion Reading · 1 min

Quiz: Making Vision Requests 4 questions

Exploring Text Detection & Recognition Lesson (22 mins)

Explore the special cases of text detection and recognition. You’ll also learn some tips and tricks for working with accuracy and confidence scores.

Start

Introduction • Start Reading · 1 min

Instruction 01 Reading · 6 mins

Instruction 02 Reading · 7 mins

Demo Video · 7 mins

Conclusion Reading · 1 min

Quiz: Text Detection & Recognition 4 questions

Unveiling New Vision Framework Features in iOS 18 Lesson (18 mins)

Get an overview of some of the new features and ideas in the Vision Framework released in iOS 18.

Start

Introduction • Start Reading · 1 min

Instruction 01 Reading · 6 mins

Instruction 02 Reading · 7 mins

Demo Video · 4 mins

Conclusion Reading · 1 min

Quiz: iOS 18 Vision Framework Updates 4 questions

Module outcomes

Covered concepts

Module content

Translation Framework

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