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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.

Beginner

11 Lessons

1h 30min

Certificate of Completion

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

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This course includes

13 Playgrounds

Course Overview

What You'll Learn

Course Content

Course Overview

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.

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.

Course Content

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

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