HomeCoursesIntegrating Microsoft Computer Vision API with Python

Free

4.6

Beginner

1h 30min

Integrating Microsoft Computer Vision API with Python

Gain insights into integrating Microsoft Computer Vision API with Python. Discover OCR, image analysis, text extraction, and content moderation, enabling comprehensive image analysis capabilities.

Join 2.7 million developers at

Overview

Content

Reviews

In this course, you will learn to integrate Microsoft Computer Vision API. This API provides multiple functionalities such as extracting text from images, describing the image in human-understandable language, and moderating the content of an image. More specifically, you will dive into Optical Character Recognition (OCR) and image analysis, effectively giving you a toolset to analyze any image you want.

In this course, you will learn to integrate Microsoft Computer Vision API. This API provides multiple functionalities such as ex...Show More

WHAT YOU'LL LEARN

Get familiarized with the Microsoft Computer Vision API and its endpoints.

Get a working knowledge of the essential machine learning functions of the Microsoft Computer Vision API.

Learn to analyze images and select key features using Microsoft Computer Vision API.

Get hands-on experience integrating the Microsoft Computer Vision API in a functioning Python application with Django.

Get familiarized with the Microsoft Computer Vision API and its endpoints.

Content

11 Lessons

Get Started

3 Lessons

Get familiar with setting up and accessing Microsoft Computer Vision API using Azure.

Introduction

Azure Account Setup

API Setup

Optical Character Recognition

2 Lessons

Discover the logic behind extracting and analyzing text from images using Microsoft's Read API.

OCR and Read API

Read Printed and Handwritten Text

Image Analysis

4 Lessons

Analyze visual elements, detect features, and categorize images using Microsoft Computer Vision API.

Introduction to Image Analysis

Image Description, Category, and Tag

Identify Object Attributes and Moderating Content

Identify Image Attributes and Landmarks

Sample Application

1 Lessons

Apply your skills to create a Django application integrating Microsoft Computer Vision APIs.

Analyze Images with Cognitive Services

Conclusion

1 Lessons

Welcome to the community of proficient Microsoft Computer Vision API users! Continue exploring its capabilities.

Wrap Up

Certificate of Completion

Showcase your accomplishment by sharing your certificate of completion.

Developed by MAANG Engineers

Every Educative lesson is designed by our in-house team of ex-MAANG software engineers and PhD computer science educators, and developed in consultation with developers and data scientists working at Meta, Google, and more. Our mission is to get you hands-on with the necessary skills to stay ahead in a constantly changing industry. No video, no fluff. Just interactive, project-based learning with personalized feedback that adapts to your goals and experience.

Trusted by 2.7 million developers working at companies

"These are high-quality courses. Trust me. I own around 10 and the price is worth it for the content quality. EducativeInc came at the right time in my career. I'm understanding topics better than with any book or online video tutorial I've done. Truly made for developers. Thanks"

Anthony Walker

@_webarchitect_

"Just finished my first full #ML course: Machine learning for Software Engineers from Educative, Inc. ... Highly recommend!"

Evan Dunbar

ML Engineer

"You guys are the gold standard of crash-courses... Narrow enough that it doesn't need years of study or a full blown book to get the gist, but broad enough that an afternoon of Googling doesn't cut it."

Software Developer

Carlos Matias La Borde

"I spend my days and nights on Educative. It is indispensable. It is such a unique and reader-friendly site"

Souvik Kundu

Front-end Developer

"Your courses are simply awesome, the depth they go into and the breadth of coverage is so good that I don't have to refer to 10 different websites looking for interview topics and content."

Vinay Krishnaiah

Software Developer

Hands-on Learning Powered by AI

See how Educative uses AI to make your learning more immersive than ever before.

Personalized Interview Prep

Skip the LeetCode grind with a custom roadmap that adapts to your goals. Hands-on practice for Coding Interviews, System Design, and more.

Mock Interviews

Test your skills in a simulated interview setting. Receive personalized feedback based on your performance. Available for Coding Interviews, System Design, and more.

AI Prompt

Build prompt engineering skills. Practice implementing AI-informed solutions.

Code Feedback

Evaluate and debug your code with the click of a button. Get real-time feedback on test cases, including time and space complexity of your solutions.

Explain with AI

Select any text within any Educative course, and get an instant explanation — without ever leaving your browser.

AI Code Mentor

AI Code Mentor helps you quickly identify errors in your code, learn from your mistakes, and nudge you in the right direction — just like a 1:1 tutor!

Free Resources