Applied Skills

AI-3004 : Develop computer vision solutions in Azure

Fees

Rs45,000.00

Course Duration

1 Day

Delivery

ILT

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Overview

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.

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Course Curriculum

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.

2. Read text in images

The Azure AI Vision Image Analysis 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).

3. 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.

4. 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.

5. 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.

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.

7. Develop a vision-enabled generative AI application

A picture says a thousand words, and multimodal generative AI models can interpret images to respond to visual prompts. Learn how to build vision-enabled chat apps.

8. Generate images with AI

In Azure AI Foundry, you can use image generation models to create original images based on natural language prompts.

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What You'll Learn

Provision an Azure AI Vision resource.
Use the Azure AI Vision SDK to connect to your resource.
Write code to analyze an image.
Describe the OCR capabilities of Azure AI Vision's Image Analysis API.
Use the Azure AI Vision service Image Analysis API to extract text from images.
Describe the capabilities of the Azure AI Vision Face service.
Write code to detect and analyze faces in an image.
Describe facial recognition support in Azure AI Vision Face.
Describe responsible AI considerations when developing facial solutions.
Provision Azure resources for Azure AI Custom Vision
Train an image classification model
Use the Azure AI Custom Vision SDK to create an image classification client application
Provision Azure resources for Azure AI Custom Vision
Understand object detection
Train an object detector
Use the Azure AI Custom Vision SDK to create an object detection client application
Describe Azure Video Indexer capabilities
Extract custom insights
Use Azure Video Indexer widgets and APIs
Deploy a vision-enabled generative AI model in Azure AI Foundry.
Test an image-based prompt in the chat playground.
Create a chat app that submits image-based prompts.
Describe the capabilities of image generation models
Use the Images playground in Azure AI Foundry portal
Integrate image generation models into your apps

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Who Should Attend

N/A

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Prerequisites

Familiarity with Azure and the Azure portal.
Experience programming with C# or Python.

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Training Schedule

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Exam & Certification

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Learning Journey

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Frequently Asked Questions

Frequently Asked Questions (FAQs)

Why get Microsoft certified?

Microsoft certifications validate your skills and expertise in Microsoft technologies and solutions, demonstrating your ability to design, implement, and manage cutting-edge technologies.
These certifications are globally recognized and highly sought after by employers, as they signify your proficiency in using Microsoft products and services to drive innovation and solve business challenges.
Microsoft-certified professionals are in high demand, opening doors to new career opportunities and higher earning potential.
What to expect for the examination?

Microsoft certification exams are designed to assess your knowledge and skills in specific Microsoft technologies and solutions.
Exams typically consist of multiple-choice, multiple-select, and case study questions, and some may include lab simulations to evaluate your practical skills.
Note: Certification requirements and policies may be updated by Microsoft from time to time. We apologize for any discrepancies; do get in touch with us if you have any questions.
How long is Microsoft certification valid for?

Most Microsoft role-based and specialty certifications are valid for one year from the date of passing the exam.
To maintain your certification, you will need to renew it annually by passing a free online assessment on Microsoft Learn.
However, Microsoft Applied Skills credentials and Fundamentals certifications do not expire.
Note: Certification requirements and policies may be updated by Microsoft from time to time. We apologize for any discrepancies; do get in touch with us if you have any questions.
Why take this course with Trainocate?

Here’s what sets us apart:
- Global Reach, Localized Accessibility: Benefit from our geographically diverse training hubs in 24 countries (and counting!).
- Top-Rated Instructors: Our team of subject matter experts (with high average CSAT and MTM scores) are passionate to help you accelerate your digital transformation.
- Customized Training Solutions: Choose from on-site, virtual classrooms, or self-paced learning to fit your organization and individual needs.
- Experiential Learning: Dive into interactive training with our curated lesson plans. Participate in hands-on labs, solve real-world challenges, and take on comprehensive assessments.
- Learn From The Best: With 30+ authorized training partnerships and countless awards from Microsoft, AWS, Google – you're guaranteed learning from the industry's elite.
- Your Bridge To Success: We provide up-to-date course materials, helpful exam guides, and dedicated support to validate your expertise and elevate your career.

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Browse All Courses

Overview Course Curriculum Training Schedule Exam & Certification FAQs

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.

What You'll Learn

Provision an Azure AI Vision resource.
Use the Azure AI Vision SDK to connect to your resource.
Write code to analyze an image.
Describe the OCR capabilities of Azure AI Vision's Image Analysis API.
Use the Azure AI Vision service Image Analysis API to extract text from images.
Describe the capabilities of the Azure AI Vision Face service.
Write code to detect and analyze faces in an image.
Describe facial recognition support in Azure AI Vision Face.
Describe responsible AI considerations when developing facial solutions.
Provision Azure resources for Azure AI Custom Vision
Train an image classification model
Use the Azure AI Custom Vision SDK to create an image classification client application
Provision Azure resources for Azure AI Custom Vision
Understand object detection
Train an object detector
Use the Azure AI Custom Vision SDK to create an object detection client application
Describe Azure Video Indexer capabilities
Extract custom insights
Use Azure Video Indexer widgets and APIs
Deploy a vision-enabled generative AI model in Azure AI Foundry.
Test an image-based prompt in the chat playground.
Create a chat app that submits image-based prompts.
Describe the capabilities of image generation models
Use the Images playground in Azure AI Foundry portal
Integrate image generation models into your apps

Who Should Attend

N/A

Prerequisites

Familiarity with Azure and the Azure portal.
Experience programming with C# or Python.

Learning Journey

Coming Soon...

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.

2. Read text in images

The Azure AI Vision Image Analysis 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).

3. 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.

4. 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.

5. 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.

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.

7. Develop a vision-enabled generative AI application

A picture says a thousand words, and multimodal generative AI models can interpret images to respond to visual prompts. Learn how to build vision-enabled chat apps.

8. Generate images with AI

In Azure AI Foundry, you can use image generation models to create original images based on natural language prompts.

Frequently Asked Questions (FAQs)

Why get Microsoft certified?

Microsoft certifications validate your skills and expertise in Microsoft technologies and solutions, demonstrating your ability to design, implement, and manage cutting-edge technologies.
These certifications are globally recognized and highly sought after by employers, as they signify your proficiency in using Microsoft products and services to drive innovation and solve business challenges.
Microsoft-certified professionals are in high demand, opening doors to new career opportunities and higher earning potential.
What to expect for the examination?

Microsoft certification exams are designed to assess your knowledge and skills in specific Microsoft technologies and solutions.
Exams typically consist of multiple-choice, multiple-select, and case study questions, and some may include lab simulations to evaluate your practical skills.
Note: Certification requirements and policies may be updated by Microsoft from time to time. We apologize for any discrepancies; do get in touch with us if you have any questions.
How long is Microsoft certification valid for?

Most Microsoft role-based and specialty certifications are valid for one year from the date of passing the exam.
To maintain your certification, you will need to renew it annually by passing a free online assessment on Microsoft Learn.
However, Microsoft Applied Skills credentials and Fundamentals certifications do not expire.
Note: Certification requirements and policies may be updated by Microsoft from time to time. We apologize for any discrepancies; do get in touch with us if you have any questions.
Why take this course with Trainocate?

Here’s what sets us apart:
- Global Reach, Localized Accessibility: Benefit from our geographically diverse training hubs in 24 countries (and counting!).
- Top-Rated Instructors: Our team of subject matter experts (with high average CSAT and MTM scores) are passionate to help you accelerate your digital transformation.
- Customized Training Solutions: Choose from on-site, virtual classrooms, or self-paced learning to fit your organization and individual needs.
- Experiential Learning: Dive into interactive training with our curated lesson plans. Participate in hands-on labs, solve real-world challenges, and take on comprehensive assessments.
- Learn From The Best: With 30+ authorized training partnerships and countless awards from Microsoft, AWS, Google – you're guaranteed learning from the industry's elite.
- Your Bridge To Success: We provide up-to-date course materials, helpful exam guides, and dedicated support to validate your expertise and elevate your career.