scalable-algorithms

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OnePunchMonk / Coresets-for-Image-Segmentation

Efficient image segmentation using KMeans clustering with coreset sampling to speed up processing while preserving segmentation quality.

python opencv machine-learning image-processing data-reduction image-segmentation coresets data-efficiency scalable-algorithms

Updated May 31, 2025
Python

OnePunchMonk / PixCoreset

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An interactive tool for generating compact, representative coresets from images, enabling faster, memory-efficient processing for tasks like segmentation and clustering with minimal accuracy loss.

python docker computer-vision ml pytest data-reduction image-segmentation streamlit coresets data-efficiency scalable-algorithms

Updated Aug 12, 2025
Python

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