Image Quantization Library
Project description
Imagequant Python are bindings to allow using libimagequant from Python.
Libimagequant is a small, portable C library for high-quality conversion of RGBA images to 8-bit indexed-color (palette) images.
Install
From PyPI:
pip3 install imagequant
NOTE: you may require compilation tools to build the library if you system is not suitable for the precompiled wheels. On Debian / Ubuntu you can install the build dependencies with the following command:
sudo apt install build-essential python3-dev
Usage
With PIL / Pillow
from PIL import Image
import imagequant
input_image = Image.open("./example.png")
output_image = imagequant.quantize_pil_image(
input_image,
dithering_level=1.0, # from 0.0 to 1.0
max_colors=256, # from 1 to 256
min_quality=0, # from 0 to 100
max_quality=100, # from 0 to 100
)
output_image.save("./out.png", format="PNG")
→
With Raw Data
import imagequant
# 2×2px image
IMAGE_DATA = (
# | R | G | B | A |
b"\xFF\x00\x00\xFF" # red
b"\x00\xFF\x00\xFF" # lime
b"\x00\x00\xFF\xFF" # blue
b"\xFF\xFF\xFF\xFF" # white
)
output_image_data, output_palette = imagequant.quantize_raw_rgba_bytes(
IMAGE_DATA, # RGBA image data
2, 2, # width, height
dithering_level=1.0, # from 0.0 to 1.0
max_colors=256, # from 1 to 256
min_quality=0, # from 0 to 100
max_quality=100, # from 0 to 100
)
# you can now encode image data and the palette in any image format...
Example output_image_data:
b'\x02\x03\x00\x01'
Example output_palette:
[0, 0, 255, 255, 255, 255, 255, 255, 255, 0, 0, 255, 0, 255, 0, 255, 0, 0, 0, 0, ...]
# color 0 | color 1 | color 2 | color 3 | color 4 | ...
Development of the Bindings
Clone the repository and get the submodules:
git clone https://github.com/wanadev/imagequant-python.git cd imagequant-python git submodule init git submodule update
Install some dependencies (preferably in a virtualenv):
pip3 install nox cffi pillow
Build the binary part of the lib:
python imagequant/libimagequant_build.py
A .so file (or a .pyd file on Windows, or a .dylib file on MacOS) shoud now be present in the imagequant/ folder. You will not need to run this command again until you change something in imagequant/libimagequant.h or in libimagequant/*.{c,h}.
To check the coding style, you can run the lint with the following command:
nox -s lint
To run the tests, use the following command:
nox -s test
License
Imagequant Python is licensed under the BSD 3 Clause. See the LICENSE file for more information.
Libimagequant is dual-licensed:
For Free/Libre Open Source Software it’s available under GPL v3 or later with additional copyright notices for older parts of the code.
For use in closed-source software, AppStore distribution, and other non-GPL uses, you can obtain a commercial license.
Read its license terms for more information.
Changelog
[NEXT] (changes on master that have not been released yet):
Nothing yet ;)
v1.1.2:
misc: Removed PyPy wheels for Windows AMD64 as they won’t build (@flozz)
misc: Fixed libimagequant build on newer GCC versions (@flozz)
misc: Added Python 3.13 support (@flozz)
misc!: Removed Python 3.8 support (@flozz)
v1.1.1:
dist: Build and publish arm64 wheels for Linux and Windows (@laggykiller, #9, #10)
v1.1.0:
Added options to set minimal and target (maximal) quality (@injet-zhou, #4)
v1.0.5:
Added Python 3.12 support (@flozz)
Removed Python 3.7 support (@flozz)
v1.0.4:
Added Python 3.11 support
v1.0.3:
arm64 and universal2 wheels for macOS M1
x86 and x68_64 wheels for musl-based Linux distro (Alpine,…)
x86 wheels for Windows (x86_64 were already available)
v1.0.2: Python 3.10 support and wheels
v1.0.1: Fix encoding while reading the README in setup.py
v1.0.0: Initial release with a minimal API.
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