DominantColors

A graphical tool for retrieving images by dominating colors

Main Steps

Select a folder (containing subfolders) with images
Extract the dominant colors & save them as index (*.csv)
Enter the color as hex or use the color picker
Find images dominated by that color

Installation

The application is based on pyqt 5.12 and clusters the images by color using sklearn. It was developed with python 3.8 but any python version > 3 should be fine!

Simply clone this repository ...

git clone https://github.com/ch-sa/DominantColors.git

... and install the dependencies using pip or conda:

pip install -r requirements.txt

The gui is started by executing python3 setup.py

Possible Future Features

Improve index updating
Also consider second & third dominant color
Speed up index generation process

Credits

Image Gallery [modified] (https://codepen.io/vhanla/pen/PxjZvj)
Color Clustering [modified] (tba.)
Test Images (https://www.pexels.com/)