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A simple step-by-step implementation of the K-Means algorithm for clustering

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Presentation:

Une implémentation simple de K-means, pour le clustering de points 2D et pour la compression d'images.

Clustering de nuages de points 2D:

clustering_2d_point_clouds

Compression d'images

Image originale:

logo_before_compression

Compression avec 2 => 3 => 4 => 10 couleurs:

logo_k=2 logo_k=3 logo_k=4 logo_k=10

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A simple step-by-step implementation of the K-Means algorithm for clustering

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