https://github.com/angristan/palette

Extract color palette from an image with k-means and k-NN // Project for the AI/ML class at Hanyang University
https://github.com/angristan/palette

color-palette flask kmeans knn opencv pandas python scikit-learn

Last synced: 3 months ago
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Extract color palette from an image with k-means and k-NN // Project for the AI/ML class at Hanyang University

• Host: GitHub
• URL: https://github.com/angristan/palette
• Owner: angristan
• License: mit
• Created: 2019-12-03T15:50:19.000Z (about 5 years ago)
• Default Branch: master
• Last Pushed: 2023-10-21T17:57:22.000Z (over 1 year ago)
• Last Synced: 2024-10-14T04:43:24.692Z (3 months ago)
• Topics: color-palette, flask, kmeans, knn, opencv, pandas, python, scikit-learn
• Language: Python
• Homepage: https://palette.fly.dev
• Size: 164 KB
• Stars: 30
• Watchers: 4
• Forks: 9
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Palette

Palette is a website where you can upload an image and get the dominant colors (using k-means clustering) as well as the associated color names (using k-nearest neighbor).

This is a project for the *Introduction to Artificial Intelligence* at Hanyang University under professor Youngjoon Won.

Motivation, technical details and methodology cam be found in our so-called "[blog post](doc/blog)" as part the [assignment](doc/instructions-assignement-blog-post-video.pdf).

![](https://i.imgur.com/VhBKYdA.png)

## Setup

Requirements: Python 3

```sh

git clone [email protected]:angristan/palette.git

cd palette

pip install -r requirements.txt

flask run

```

Palette is running on http://localhost:5000/.