python binding for libvips using cffi

Overview

README

Build Status

PyPI package:

https://pypi.python.org/pypi/pyvips

conda package:

https://anaconda.org/conda-forge/pyvips

We have formatted docs online here:

https://libvips.github.io/pyvips/

This module wraps the libvips image processing library:

https://libvips.github.io/libvips/

The libvips docs are also very useful:

https://libvips.github.io/libvips/API/current/

If you have the development headers for libvips installed and have a working C compiler, this module will use cffi API mode to try to build a libvips binary extension for your Python.

If it is unable to build a binary extension, it will use cffi ABI mode instead and only needs the libvips shared library. This takes longer to start up and is typically ~20% slower in execution. You can find out how pyvips installed with pip show pyvips.

This binding passes the vips test suite cleanly and with no leaks under python2.7 - python3.6, pypy and pypy3 on Windows, macOS and Linux.

How it works

Programs that use pyvips don't manipulate images directly, instead they create pipelines of image processing operations building on a source image. When the end of the pipe is connected to a destination, the whole pipeline executes at once, streaming the image in parallel from source to destination a section at a time.

Because pyvips is parallel, it's quick, and because it doesn't need to keep entire images in memory, it's light. For example, the libvips speed and memory use benchmark:

https://github.com/libvips/libvips/wiki/Speed-and-memory-use

Loads a large tiff image, shrinks by 10%, sharpens, and saves again. On this test pyvips is typically 3x faster than ImageMagick and needs 5x less memory.

There's a handy chapter in the docs explaining how libvips opens files, which gives some more background.

http://libvips.github.io/libvips/API/current/How-it-opens-files.md.html

conda Install

The conda package includes a matching libvips binary, so just enter:

$ conda install --channel conda-forge pyvips

Non-conda install

First, you need the libvips shared library on your library search path, version 8.2 or later, though at least version 8.9 is required for all features to work. On Linux and macOS, you can just install via your package manager; on Windows you can download a pre-compiled binary from the libvips website.

https://libvips.github.io/libvips/install.html

Next, install this package, perhaps:

$ pip install --user pyvips

On Windows, you'll need a 64-bit Python. The official one works well. You will also need to add vips-dev-x.y\bin to your PATH so that pyvips can find all the DLLs it needs. You can either do this in the Advanced System Settings control panel, or you can just change PATH in your Python program.

If you set the PATH environment variable in the control panel, you can use the vips command-line tools, which I find useful. However, this will add a lot of extra DLLs to your search path and they might conflict with other programs, so it's usually safer just to set PATH in your program.

To set PATH from within Python, you need something like this at the start:

import os
vipshome = 'c:\\vips-dev-8.7\\bin'
os.environ['PATH'] = vipshome + ';' + os.environ['PATH']

Now when you import pyvips, it should be able to find the DLLs.

Example

This sample program loads a JPG image, doubles the value of every green pixel, sharpens, and then writes the image back to the filesystem again:

import pyvips

image = pyvips.Image.new_from_file('some-image.jpg', access='sequential')
image *= [1, 2, 1]
mask = pyvips.Image.new_from_array([[-1, -1, -1],
                                    [-1, 16, -1],
                                    [-1, -1, -1]
                                   ], scale=8)
image = image.conv(mask, precision='integer')
image.write_to_file('x.jpg')

Notes

Local user install:

$ pip3 install -e .
$ pypy -m pip --user -e .

Run all tests:

$ tox

Run test suite:

$ tox test

Run a specific test:

$ pytest-3 tests/test_saveload.py

Run perf tests:

$ cd tests/perf
$ ./run.sh

Stylecheck:

$ tox qa

Generate HTML docs in doc/build/html:

$ cd doc; sphinx-build -bhtml . build/html

Regenerate autodocs:

$ cd doc; \
  python3 -c "import pyvips; pyvips.Operation.generate_sphinx_all()" > x

And copy-paste x into the obvious place in doc/vimage.rst.

Update version number:

$ vi pyvips/version.py
$ vi doc/conf.py

Update pypi package:

$ python3 setup.py sdist
$ twine upload dist/*
$ git tag -a v2.1.12 -m "as uploaded to pypi"
$ git push origin v2.1.12
Owner
libvips
A fast image processing library with low memory needs.
libvips
Napari simpleitk image processing

napari-simpleitk-image-processing (n-SimpleITK) Process images using SimpleITK in napari Usage Filters of this napari plugin can be found in the Tools

Robert Haase 11 Dec 19, 2022
impy is an all-in-one image analysis library, equipped with parallel processing, GPU support, GUI based tools and so on.

impy is All You Need in Image Analysis impy is an all-in-one image analysis library, equipped with parallel processing, GPU support, GUI based tools a

24 Dec 20, 2022
Python Digital Art Generator

Python Digital Art Generator The main goal of this repository is to generate all possible layers permutations given by the user in order to get unique

David Cuentas Mar 3 Mar 12, 2022
This projects aim is to simulate flowers(Gerbera Daisy) phyllotaxis.

phyllotaxis This projects aim is to simulate flowers(Gerbera Daisy) phyllotaxis. Take a look at the arrangement of this flower's seeds, this project's

amirsalar 3 Dec 10, 2021
cmdpxl: a totally practical command-line image editor

cmdpxl: a totally practical command-line image editor Features cmdpxl has many exciting functionalities, including Editing pixels one at a time! Savin

Jieruei Chang 475 Dec 23, 2022
Repair broken bookmarks to referenced files in Apple Photos

Repair Apple Photos Bookmarks Work in progress to repair file location bookmarks in Apple Photos. Background Starting in macOS 10.15/Catalina, photos

Rhet Turnbull 10 Nov 03, 2022
PyPixelArt - A keyboard-centered pixel editor

PyPixelArt - A keyboard-centered pixel editor The idea behind PyPixelArt is uniting: a cmdpxl inspired pixel image editor applied to pixel art. vim 's

Douglas 18 Nov 14, 2022
【萝莉图片算法】高损图像压缩算法!?

【萝莉图片算法】高损图像压缩算法!? 我又发明出新算法了! 这次我发明的是新型高损图像压缩算法——萝莉图片算法!为什么是萝莉图片,这是因为它是使动用法,让图片变小所以是萝莉图片,大家一定要学好语文哦! 压缩效果 太神奇了!压缩率竟然高达99.97%! 与常见压缩算法对比 在图片最终大小为1KB的情况

黄巍 49 Oct 17, 2022
Javascript image annotation tool based on image segmentation.

JS Segment Annotator Javascript image annotation tool based on image segmentation. Label image regions with mouse. Written in vanilla Javascript, with

Kota Yamaguchi 513 Nov 15, 2022
Semi-hash-based Image Generator

pixel-planet Semi-hash-based Image Generator Utilizable for NFTs Generation Process Input is salted and hashed Colors (background, planet, stars) are

Bill Ni 3 Sep 01, 2022
Anime2Gif - an algorithm that detects scenes in a video and generates gifs from it

Anime2Gif Anime2Gif is an algorithm that detects scenes in a video and generates gifs from it. How to use To use it, first, you'll need to install it'

1 Dec 09, 2021
python app to turn a photograph into a cartoon

Draw This. Draw This is a polaroid camera that draws cartoons. You point, and shoot - and out pops a cartoon; the camera's best interpretation of what

Dan Macnish 2k Dec 19, 2022
A ray tracing render implemented using Taichi language.

A ray tracing render implemented using Taichi language.

Mingrui Zhang 45 Oct 23, 2022
Draw a torus passing through three given points.

PyTorusThreePoints Draw a torus passing through three given points. Usage import numpy as np import pyvista as pv from torus_three_points.main import

2 Nov 19, 2021
Program designed to mass edit and watermark all photos in a directory

Photographer-All-In-One This is a program designed for photographers to mass edit or watermark photos (.jpg || .png) You can run this program from any

Brad Martin 2 Nov 23, 2021
A script to generate a profile picture and a banner that show the same image on Discord.

Discord profile picture & banner generator A script to generate a profile picture and a banner that show the same image on Discord. Installation / Upd

Victor B. 9 Nov 27, 2022
Alternate Python bindings for the Open Asset Import Library (ASSIMP)

Impasse A simple Python wrapper for assimp using cffi to access the library. Requires Python = 3.7. It's a fork of PyAssimp, Assimp's official Python

Salad Dais 3 Sep 26, 2022
OctoPrint is the snappy web interface for your 3D printer!

OctoPrint OctoPrint provides a snappy web interface for controlling consumer 3D printers. It is Free Software and released under the GNU Affero Genera

OctoPrint 7.1k Jan 03, 2023
Clip Bing Maps backgound as RGB geotif image using center-point from vector data of a shapefile and Bing Maps zoom

Clip Bing Maps backgound as RGB geotif image using center-point from vector data of a shapefile and Bing Maps zoom. Also, rasterize shapefile vectors as corresponding label image.

Gounari Olympia 2 Nov 22, 2021
Extract the temperature data of each wire from the thermal imager raw data.

Wire-Tempurature-Detection Extract the temperature data of each wire from the thermal imager raw data. The motivation of this computer vision project

JohanAckerman 1 Nov 03, 2021