Image-segmentation using K-Means Algorithm

Implementation of K-Means Algorithm for Image-segmentation and Compression as well as Class-Classifier for Linierly and non-linierly separable 2D Data.

Dependencies

Python3

pip install opencv-python
pip install numpy
pip install Pillow
pip install matplotlib

Image

The input Image is

Result

This is an example of the application of the K-Means Clustering Algorithm to Image-segmentation showing initial image together with their K-means segmentations obtained using various values of K.
This ilustrates that smaller values of K give higher compression at the expense of poorer quality of image.