A python script to analyze the colors in an image through K-means clustering. The script creates an output file displaying the main colors used with sizes proportional to their use and HSV values for each color.
The HSV values in the output use the following ranges:
- Hue: [0, 360]
- Saturation: [0, 100]
- Value: [0, 100]
This is an analysis of Van Gogh's The Pink Peach Tree
And an analysis of J.M.W. Turner's Ulysses deriding Polyphemus
./color_clustering.py <imagefile> [--kmeans=32] [--rounds=10] [--size=1000] [--file]
You can use the --help option for more details.
- matplotlib
- numpy
- scipy
- PIL
Apache 2.0 License