KMeans Video Converter

Welcome to our KMeans Video Converter tool — a powerful online utility that applies the KMeans clustering algorithm to video, creating an abstract and artistic look. This method reduces each video frame to a fixed number of dominant colors (known as “k”), helping stylize your video while simplifying visual elements.

KMeans clustering works by grouping similar colors together and replacing them with their average. This results in a bold, minimalistic aesthetic — great for visual experiments, teaching, or creative content. Just upload your video, choose the number of color clusters (k), and hit submit.

Larger files take more time. For best results, keep your video under 4MB. Your processed video is generated in-memory and never stored anywhere.