Azure AI Engineer Associate (AI-102) Cert Prep: Implement Computer Vision Solutions

Introduction

• Introducing computer vision on Azure

1. Computer Vision Overview

• Introducing Azure AI Vision
• Creating an Azure AI computer vision service
• Creating an Azure AI service
• Image Analysis overview
• Vision Studio
• Connecting to Azure AI Vision using the Vision SDK and C#
• Analyzing an image
• Image Analysis REST requests
• Interpreting Image Analysis results
• Optical character recognition
• Performing optical character recognition

2. Using Custom Image Models

• Introducing Custom Vision models
• Exam note on Custom Vision tasks
• Creating a Custom Vision project and ML workspace
• Labeling classification data
• Training a model
• Labeling object detection data
• Evaluating model performance
• Testing custom vision models in Vision Studio

3. Analyzing Videos

• Azure AI Video Indexer overview
• Indexing a video
• Reviewing video insights
• Spatial analysis

Conclusion

• Next steps