Lesson 1
Introduction to Building Computer Vision Solutions with Azure
In this lesson, you will learn why computer vision is important, among other foundational topics. You will get an overview of what we will cover in this course.
Course
This course is designed for anyone who would like to use computer vision technology in their application to solve a business problem. You will begin by learning what computer vision is and its business use cases through real-life business use cases. You will then learn to create solutions using different types of vision-based Azure Cognitive Services, including Azure Form Recognizer for text extraction, Azure Face and Video Analyzer for facial detection and recognition, and Azure Computer Vision and Custom Vision for image classification and object detection. Finally, you will learn and apply the deployment and monitoring tools to ensure that your solution is complete and runs smoothly.
This course is designed for anyone who would like to use computer vision technology in their application to solve a business problem. You will begin by learning what computer vision is and its business use cases through real-life business use cases. You will then learn to create solutions using different types of vision-based Azure Cognitive Services, including Azure Form Recognizer for text extraction, Azure Face and Video Analyzer for facial detection and recognition, and Azure Computer Vision and Custom Vision for image classification and object detection. Finally, you will learn and apply the deployment and monitoring tools to ensure that your solution is complete and runs smoothly.
Azure form recognizer
Facial recognition
Form recognition
Object detection
Built in collaboration with
Microsoft
Advanced
4 weeks
Real-world Projects
Completion Certificate
Last Updated August 25, 2023
No experience required
Lesson 1
Introduction to Building Computer Vision Solutions with Azure
In this lesson, you will learn why computer vision is important, among other foundational topics. You will get an overview of what we will cover in this course.
Lesson 2
Design Computer Vision Applications
In this lesson, you will learn about the business and technical considerations of computer vision applications and solutions. This lesson provides the fundamentals for you to get started.
Lesson 3
Extracting Text from Digital Content
In this lesson, you will apply computer vision technology to extract text from various kinds of digital images & documents using specialized Azure Cognitive Services.
Lesson 4
Facial Recognition
In this lesson, you will learn how to apply face detection and facial recognition using various Azure Face APIs. You can easily get started with little to no deep learning knowledge.
Lesson 5
Image Classification
The best business use cases of AI are in image classification and object detection solutions, and this lesson gives you a head start on how to implement these with the Azure Custom Vision service.
Lesson 6
Object Detection & Spatial Analysis
Lesson 7
Solutions Deployment & Monitoring
This lesson provides the operational knowledge on how to deploy and manage your computer vision solutions at Azure to make sure they are running smoothly to produce results.
Lesson 8 • Project
Automated Passenger Boarding Kiosk
In this project, you will build an automated passenger boarding kiosk. Your objective will be to perform various validation processes and confirm if a given passenger can board the plane or not.
Avkash Chauhan
Founder and Principal at UnBlocker.ai
Avkash Chauhan has over 20 years of software development experience including the last 10 years building AI and ML platforms and solutions for enterprise customers. His previous work experience includes Microsoft, H2O.ai, Macnica, RoamBee and his own startups Big Data Perspective and UnBlocker.ai.
Avkash Chauhan
Founder and Principal at UnBlocker.ai
Avkash Chauhan has over 20 years of software development experience including the last 10 years building AI and ML platforms and solutions for enterprise customers. His previous work experience includes Microsoft, H2O.ai, Macnica, RoamBee and his own startups Big Data Perspective and UnBlocker.ai.
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