Module 1: Analyze images
With the Azure AI Vision service, you can use pre-trained models to analyze images and extract insights and information from them.
-
Introduction
-
Provision an Azure AI Vision resource
-
Analyze an image
-
Generate a smart-cropped thumbnail
-
Exercise - Analyze images with Azure AI Vision
-
Knowledge check
-
Summary
Module 2: Classify images
Image classification is used to determine the main subject of an image. You can use the Azure AI Custom Vision services to train a model that classifies images based on your own categorizations.
-
Introduction
-
Provision Azure resources for Azure AI Custom Vision
-
Understand image classification
-
Train an image classifier
-
Exercise - Classify images with Azure AI Custom Vision
-
Knowledge check
-
Summary
Module 3: Detect objects in images
Object detection is used to locate and identify objects in images. You can use Azure AI Custom Vision to train a model to detect specific classes of object in images.
-
Introduction
-
Understand object detection
-
Train an object detector
-
Consider options for labeling images
-
Exercise - Detect objects in images with Azure AI Custom Vision
-
Knowledge check
-
Summary
Module 4: Detect, analyze, and recognize faces
The ability for applications to detect human faces, analyze facial features and emotions, and identify individuals is a key artificial intelligence capability.
-
Introduction
-
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
-
Knowledge check
-
Summary
Module 5: Read Text in images and documents with the Azure AI Vision Service
Azure's AI Vision service uses algorithms to process images and return information. This module teaches you how to use the Image Analysis API for optical character recognition (OCR).
-
Introduction
-
Explore Azure AI Vision options for reading text
-
Use the Read API
-
Exercise - Read text in images
-
Knowledge Check
-
Summary
Module 6: Analyze video
Azure Video Indexer is a service to extract insights from video, including face identification, text recognition, object labels, scene segmentations, and more.
-
Introduction
-
Understand Azure Video Indexer capabilities
-
Extract custom insights
-
Use Video Analyzer widgets and APIs
-
Exercise - Analyze video
-
Knowledge check
-
Summary
