Kmeans Image compressor 🎨🗜️

Simple app that utilizes Kmeans clustering algorithm to compress images.

The notebook at Notebook/K-means.ipynb contains both a from-scratch implementation and a scikit-learn based implementation of the KMeans algorithm to help understand how it works.

Getting Started

1. Clone the repository:

    git clone https://github.com/your-username/kmeans-image-compressor.git
    cd kmeans-image-compressor

2. Create a virtual environment

    python -m venv venv
    source venv/bin/activate  

3. Install dependencies

    pip install -r requirements.txt

4. Run the app

    streamlit run main.py

Screenshots