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hueharmony-paletteextractor's Introduction

HueHarmony - Image Palette Extractor

HueHarmony is a Streamlit app that allows users to extract color palettes from images using machine learning models (KMeans or Gaussian Mixtures).

Visit the HueHarmony Website to try the app live.

Features

  • Extract color palettes from uploaded images or image URLs.
  • Choose between KMeans and Gaussian Mixtures clustering models.
  • Customize the size of the color palette.
  • Visualize the RGB color space and clustering results interactively.
  • Explore and understand the clustering algorithm's behavior.

Usage

  1. Options:

    • Choose the palette size and the machine learning model (KMeans or Gaussian Mixtures) in the options section.
  2. Image Input:

    • Upload an image using the "Upload" tab or provide an image URL using the "Image URL" tab.
  3. Palette Visualization:

    • View the extracted color palette in a stacked bar chart.
    • Download the color palette as a text file.
  4. Machine Learning Details:

    • Explore interactive visualizations of the clustering algorithm's behavior.
    • Access the implementation code for KMeans clustering.

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