Pixelate Images and Cluster Colors Using K-Means

Pixelate images using vanilla Python and then reduce the number of colors using Scikit-Learn K-Means clustering. The algorithm starts from the raw image with optional clustering, packaged in a Python class with supporting methods. Pydantic is used for parameter validation.