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Computer vision is an area of artificial intelligence that deals with visual perception. Azure AI Vision includes multiple services that support common computer vision scenarios.

Before starting this workshop, you should already have:

Familiarity with Azure and the Azure portal.
Experience programming with C# or Python. If you have no previous programming experience, we recommend you complete the Take your first steps with C# or Take your first steps with Python learning path before starting this one.

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

Upcoming Trainings

Join our public courses in our Singapore facilities. Private class trainings will be organized at the location of your preference, according to your schedule.

Classroom / Virtual Classroom

27 July 2024