https://github.com/winterwind/kmeansproject
A short two-part project that uses kmeans for clustering and image compression
https://github.com/winterwind/kmeansproject
compression data-science image-compression jupyter-notebook kmeans kmeans-clustering kmeans-image-compression machine-learning matplotlib matplotlib-pyplot pandas pyplot python seaborn sklearn
Last synced: 12 months ago
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A short two-part project that uses kmeans for clustering and image compression
- Host: GitHub
- URL: https://github.com/winterwind/kmeansproject
- Owner: Winterwind
- Created: 2024-12-13T21:30:48.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-12-13T21:42:15.000Z (over 1 year ago)
- Last Synced: 2025-02-07T12:38:36.906Z (about 1 year ago)
- Topics: compression, data-science, image-compression, jupyter-notebook, kmeans, kmeans-clustering, kmeans-image-compression, machine-learning, matplotlib, matplotlib-pyplot, pandas, pyplot, python, seaborn, sklearn
- Language: Jupyter Notebook
- Homepage:
- Size: 1.24 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# KMeansProject
A short two-part project that uses kmeans for clustering and image compression
## Task 1
This is the clustering part; it includes [the .csv file](Task1/housing.csv) from which the data were drawn along with the map of California used for the backdrop of the clustering.
## Task 2
This the compression part; it includes the images used, both [pre-compression](Task2/beach.bmp) and [post-compression](Task2/beach_compressed_k1.bmp).