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.

11 Lessons

1h 30min

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LEARNING OBJECTIVES

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.

Learning Roadmap

11 Lessons

Get Started

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

Introduction

Azure Account Setup

API Setup

Optical Character Recognition

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.

Sample Application

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

Analyze Images with Cognitive Services

Conclusion

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 a 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.

ABOUT THIS COURSE

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.

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