How To Measure Image Similarities in Python

How To Measure Image Similarities in Python

In this tutorial, we'll learn How To Measure Image Similarities in Python. If you are still wondering about it then this article is for you.

Use out-of-the-box evaluation metrics with the image-similarity-measures Python library

Nowadays, image similarity detection has become a hot topic. Modern sites like Pinterest use a search engine to return results based on visual similarities.

In this article, we’ll see how to use the image-similarity-measures library to compare images. I picked this library because it provides various evaluation metrics we can use out of the box. It’s a quick and convenient way to start experimenting with this challenging topic.

Let’s dive into it!

Introduction

According to the library’s documentation, we can use eight different evaluation metrics to calculate the similarity between images:

We’re not going to discuss how each of these metrics works. If you’re eager to learn how they work on a deeper level, check out the provided links.

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Data Science Projects | Data Science | Machine Learning | Python

Practice your skills in Data Science with Python, by learning and then trying all these hands-on, interactive projects, that I have posted for you.

Data Science Projects | Data Science | Machine Learning | Python

Practice your skills in Data Science with Python, by learning and then trying all these hands-on, interactive projects, that I have posted for you.

Data Science Projects | Data Science | Machine Learning | Python

Practice your skills in Data Science with Python, by learning and then trying all these hands-on, interactive projects, that I have posted for you.

Data Science Projects | Data Science | Machine Learning | Python

Practice your skills in Data Science with Python, by learning and then trying all these hands-on, interactive projects, that I have posted for you.

Data Science Projects | Data Science | Machine Learning | Python

Practice your skills in Data Science with Python, by learning and then trying all these hands-on, interactive projects, that I have posted for you.