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This is a utility for clustering colors in images for the sake of compressing the colorspace while minimizing compression loss.
To use, clone this repo, cd into the `/streamlit/` directory, run `pip install -r reqs.txt` to install dependencies and navigate to the address printed in your console. Then just upload your image, select your parameters and click 'Begin Clustering.' You can then observe the compressed image and both the original and reduced colorspace.
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A streamlit application for visualizing different clustering algorithms applied to the task of image compression
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