Computer Vision For iOS Developers Course
Learn how to train Object Detection and Semantic Segmentation models for mobile, and integrate them into your app.
What you’ll learn
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How to create, label and annotate your own Image Datasets -
What is Object Detection and how to train Object Detection neural network -
What is Semantic Segmentation and how to train Semantic Segmentation neural network -
How to integrate Object Detection and Semantic Segmentation Neural networks into iOS app -
Learn how to create an iOS app that will recolor your nails -
Learn how to create an iOS app that will detect the number of touches of the ball
Requirements
- Must have clear understanding of iOS Development Basics
- MacOS system
- An iPhone and Apple developer account to implement some of the projects
Description
Welcome to Computer Vision for iOS developers Course.
In this course, you’ll learn the basics needed to understand Object Detection and Semantic Segmentation, and by the end of the course, you’ll be able to train models that you can use in your apps.
We will cover the next topics in this course:
1) What is Computer Vision
2) What is Object Detection and Semantic Segmentation
3) Tools for Creating Image Datasets and labeling them
4) Image Dataset Augmentation
5) Tools and Environments for training neural networks
6) Integration of CoreML and TFLite models into iOS apps
7) 2 projects that use Computer Vision in real-world applications
Who this course is for:
- iOS Developers who want to learn to train Object Detection and Semantic Segmentation neural networks by themselves
- Startup Founders that want to leverage AI in their products
