Introduction to Image Embeddings

Abdulkader Helwan
5 min readOct 1, 2023

This blog post discusses image embeddings and its implementation in Python. I hope you find it useful and informative.


Image embeddings are numerical representations of images that capture their semantic meaning and visual features. They are useful for many applications, such as image search, image classification, image retrieval, and image similarity. In this blog post, we will learn what image embeddings are, why they are important, and how to generate them using Python and some open-source libraries.