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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
git submodule update --init --recursive
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.
1 maintainer
Metadata
1 maintainer
Release files for fast-colorthief 0.0.5
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Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| fast-colorthief-0.0.5.tar.gz | 754.9 kB | Details |
Built distributions (wheels)
Total release size: 3.9 MB
Release files / fast-colorthief-0.0.5.tar.gz
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Release files / fast_colorthief-0.0.5-cp38-cp38-win_amd64.whl
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Release files / fast_colorthief-0.0.5-cp38-cp38-macosx_12_0_x86_64.whl
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twine/3.8.0 pkginfo/1.9.6 readme-renderer/34.0 requests/2.27.1 requests-toolbelt/1.0.0 urllib3/1.26.18 tqdm/4.64.1 importlib-metadata/4.8.3 keyring/23.4.1 rfc3986/1.5.0 colorama/0.4.5 CPython/3.6.15
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