ColorStats

Python package for processing color data from images.

Installation

Install colorstats with:

pip3 install colorstats

Overview

ColorStats allows users to process pixel data from images in order to determine various statistics/attributes of the color composition of images. It also allows users to determine the similarity of a set of images using these statistics.

Functionality/Features

Single Image

• generate the average shade of each general color (red, blue, etc. ) present in an image and their standard deviations
• calculate average saturation and lightness
• calculate the percentage color composition of the image

Sets of Images

• calculate average and standard deviation of saturation and lightness across all images
• calculate similarity based on:
  1. average shades of colors
  2. percentage color composition
  3. average saturation and lightness
  4. weighted some of the above values