Image processing

1. Image compression: k-means clustering algorithm

Original Image (Size: 135 KB)

Compressed images with k values:

k value	Image	Size (in KB)
2		53
3		57
10		92
64		96

For Windows: python.exe kmeans.py

2. Noise reduction

Removal of salt-and-pepper noise using a median filter (window size: 3):

Corrupted image	Reconstruction

For Windows: python.exe median-filter.py <image-path>