Overview
Unlock the potential of AI by learning to build robust AI vision solutions with Azure AI services. This class empowers you to analyze images, classify them using custom models, and implement facial recognition with ease. You'll also learn to read text in images and documents and analyze video content for deeper insights.
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Whether you are enhancing your organization’s technological capabilities or advancing your career, this course provides hands-on exercises and comprehensive lessons to master Azure's powerful AI tools. Ideal for those looking to innovate and streamline processes, this class covers everything from basic image analysis to sophisticated video insights.
Audience Profile
This class is ideal for professionals in roles such as software developers, data scientists, and IT specialists who are familiar with Azure and have experience in C# or Python programming. It is also suited for those involved in AI and machine learning projects who seek to leverage Azure AI Vision services for advanced image and video analysis.
Prerequisites
Familiarity with Azure and the Azure portal.
Experience programming with C# or Python. If you do not have prior programming experience, we recommend you complete either:
C# Programming Level 1: Introduction for Non-Programmers
--OR--
Python Programming Level 1: Introduction for Non-Programmers before taking this course.
COURSE OUTLINE
Module 1: Analyze images
Provision an Azure AI Vision resource
Analyze an image
Generate a smart-cropped thumbnail and remove background
Exercise - Analyze images with Azure AI Vision
Module 2: Image classification with custom Azure AI Vision models
Understand custom model types
Create a custom project
Label and train a custom model
Exercise - Classify images with an Azure AI Vision custom model
Module 3: Detect, analyze, and recognize faces
Identify options for face detection analysis and identification
Understand considerations for face analysis
Detect faces with the Azure AI Vision service
Understand capabilities of the face service
Compare and match detected faces
Implement facial recognition
Exercise - Detect, analyze, and identify faces
Module 4: Read Text in images and documents with the Azure AI Vision Service
Explore Azure AI Vision options for reading text
Use the Read API
Exercise - Read text in images
Module 5: Analyze video
Understand Azure Video Indexer capabilities
Extract custom insights
Use Video Analyzer widgets and APIs
Exercise - Analyze video
