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Dominant colors in image

Project description

Fast colorthief

A Python module for selecting most dominant colors in the image. Based on https://github.com/fengsp/color-thief-py but faster.

Installation

Linux, MacOS 10.15 or newer:

pip install fast_colorthief

Other operating systems (CMake required):

git clone https://github.com/bedapisl/fast-colorthief
cd fast-colorthief
pip3 install .

Example

import fast_colorthief

image_path = 'image.jpg'

dominant_color = fast_colorthief.get_dominant_color(image_path)
color_palette = fast_colorthief.get_palette(image_path)

Benchmark

1200 x 1200 jpg image

Algorithm Time per image
Fast colorthief (input numpy array) 0.0012s
Fast colorthief (input filename) 0.034s
Reference (https://github.com/fengsp/color-thief-py) (input filename) 0.509s

How does it work

Backend is written in C++ for better performance.

Uses Modified Median Cut Quantization algorithm.

Project details


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