/fetch-colors-from-image

Mini-project that runs a Python script to generate a list of major colours in the input image file. Uses Open-CV and the concept of K-Means clustering.

Primary LanguagePython

Fetch Colors From Image

Mini-project that runs a Python script to generate a list of major colours in the input image file. Uses Open-CV and the concept of K-Means clustering.

Dependencies:

  • Python version: 3.7.4
  • Python modules: Open CV, pandas, numpy, Sci Kit Learn, math
  • colors.csv file generated using the wonderful project developed by @codebrainz
  • Input image to be in .jpg/.jpeg format (as of now). PNG might work too.

Further improvements

  • Try to use separate K-Means clustering code to remove dependency over sklearn
  • Expand the colors.csv look-up table to include more colours although it works okay as of now
  • Try to optimize the code

Steps

  • Run script.py inside Run
  • Be sure to modify the path of the input image and no of colours to be fetched at the relevant locations

Inspiration

The amazing work by @rodartha