• Skip to primary navigation
  • Skip to main content
  • Skip to footer

PyImageSearch

You can master Computer Vision, Deep Learning, and OpenCV - PyImageSearch

  • University Login
  • Get Started
  • Topics
    • Deep Learning
    • Dlib Library
    • Embedded/IoT and Computer Vision
    • Face Applications
    • Image Processing
    • Interviews
    • Keras and TensorFlow
    • Machine Learning and Computer Vision
    • Medical Computer Vision
    • Optical Character Recognition (OCR)
    • Object Detection
    • Object Tracking
    • OpenCV Tutorials
    • Raspberry Pi
  • Books and Courses
  • AI & Computer Vision Programming
  • Reviews
  • Blog
  • Consulting
  • About
  • FAQ
  • Contact
  • University Login
Image Processing
Tutorials

Labeling superpixel colorfulness with OpenCV and Python

June 26, 2017

After our previous post on computing image colorfulness was published, Stephan, a PyImageSearch reader, left a comment on the tutorial asking if there was a method to compute the colorfulness of specific regions of an image (rather than the entire…

Read More of Labeling superpixel colorfulness with OpenCV and Python

Examples of Image Search Engines
Tutorials

Computing image “colorfulness” with OpenCV and Python

June 5, 2017

Today’s blog post is inspired by a question I received from a PyImageSearch reader on Twitter, @makingyouthink. Paraphrasing the tweets myself and @makingyouthink exchanged, the question was: Have you ever seen a Python implementation of Measuring colourfulness in natural images…

Read More of Computing image “colorfulness” with OpenCV and Python

Examples of Image Search Engines
Image Search Engine Basics
Tutorials

Adding a web interface to our image search engine with Flask

December 8, 2014

This is a guest post by Michael Herman from Real Python – learn Python programming and web development through hands-on, interesting examples that are useful and fun! In this tutorial, we’ll take the command line image search engine from the…

Read More of Adding a web interface to our image search engine with Flask

Examples of Image Search Engines
Image Search Engine Basics
Tutorials

The complete guide to building an image search engine with Python and OpenCV

December 1, 2014

Let’s face it. Trying to search for images based on text and tags sucks. Whether you are tagging and categorizing your personal images, searching for stock photos for your company website, or simply trying to find the right image for…

Read More of The complete guide to building an image search engine with Python and OpenCV

Image Processing
Tutorials

OpenCV and Python K-Means Color Clustering

May 26, 2014

Take a second to look at the Jurassic Park movie poster above. What are the dominant colors? (i.e. the colors that are represented most in the image) Well, we see that the background is largely black. There is some red…

Read More of OpenCV and Python K-Means Color Clustering

You can learn Computer Vision, Deep Learning, and OpenCV.

Get your FREE 17 page Computer Vision, OpenCV, and Deep Learning Resource Guide PDF. Inside you’ll find our hand-picked tutorials, books, courses, and libraries to help you master CV and DL.


Footer

Topics

  • Deep Learning
  • Dlib Library
  • Embedded/IoT and Computer Vision
  • Face Applications
  • Image Processing
  • Interviews
  • Keras & Tensorflow
  • OpenCV Install Guides
  • Machine Learning and Computer Vision
  • Medical Computer Vision
  • Optical Character Recognition (OCR)
  • Object Detection
  • Object Tracking
  • OpenCV Tutorials
  • Raspberry Pi

Books & Courses

  • PyImageSearch University
  • FREE CV, DL, and OpenCV Crash Course
  • Practical Python and OpenCV
  • Deep Learning for Computer Vision with Python
  • PyImageSearch Gurus Course
  • Raspberry Pi for Computer Vision

PyImageSearch

  • Affiliates
  • Get Started
  • About
  • Consulting
  • Coaching
  • FAQ
  • YouTube
  • Blog
  • Contact
  • Privacy Policy

© 2025 PyImageSearch. All Rights Reserved.