Microsoft Course AI-3004 Overview
Computer vision is an area of artificial intelligence that deals with visual perception. This official Microsoft course (AI-3004), Create Computer Vision Solutions with Azure AI Vision Training, teaches attendees how to leverage Azure AI Vision's multiple services to support common computer vision scenarios.
Location and Pricing
Accelebrate offers instructor-led enterprise training for groups of 3 or more online or at your site. Most Accelebrate classes can be flexibly scheduled for your group, including delivery in half-day segments across a week or set of weeks. To receive a customized proposal and price quote for private corporate training on-site or online, please contact us.
In addition, some courses are available as live, instructor-led training from one of our partners.
Objectives
- Use pre-trained models to analyze images and extract insights and information
- Classify images by training a custom model with Azure AI Vision
- Explore detecting human faces, analyzing facial features and emotions, and identifying individuals
- Use the Image Analysis API for optical character recognition (OCR)
- Extract insights from video, including face identification, text recognition, object labels, scene segmentations, and more
Prerequisites
- Familiarity with Azure and the Azure portal
- Experience programming with C# or Python
Outline
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Introduction
Analyze Images
- Provision an Azure AI Vision resource
- Analyze an image
- Generate a smart-cropped thumbnail and remove background
- Analyze images with Azure AI Vision
Image Classification with Custom Azure AI Vision Models
- Understand custom model types
- Create a custom project
- Label and train a custom model
- Classify images with an Azure AI Vision custom model
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
- Detect, analyze, and identify faces
Read Text in Images and Documents with the Azure AI Vision Service
- Explore Azure AI Vision options for reading text
- Use the Read API
- Read text in images
Analyze Video
- Understand Azure Video Indexer capabilities
- Extract custom insights
- Use Video Analyzer widgets and APIs
- Analyze video
Conclusion
Training Materials
All Microsoft Azure AI training students receive Microsoft official courseware.
For all Microsoft Official Courses taught in their entirety that have a corresponding certification exam, an exam voucher is included for each participant.
Software Requirements
Attendees will not need to install any software on their computers for this class. The class will be conducted in a remote environment that Accelebrate will provide; students will only need a local computer with a web browser and a stable Internet connection. Any recent version of Microsoft Edge, Mozilla Firefox, or Google Chrome will work well.
