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Package for processing color data from images

Project description


Python package for processing color data from images.


Install colorstats with:

pip3 install colorstats


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.


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

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