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<!DOCTYPE html>
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<title>scikit-image: Image processing in Python — scikit-image</title>
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<div class="well">
<strong>Stable</strong>
(<a href="https://github.com/scikit-image/scikit-image/tree/main/doc/source/release_notes" id="release-notes">release notes</a>)
<p id="stable-version"/>x.y.z</p>
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<p id="dev-version">pre-x.y.z</p>
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</div>
<h2>Image processing in Python</h2><p><em>scikit-image</em> is a collection of algorithms for image processing. It
is available <a class="reference external" href="/docs/dev/license.html">free of charge and free of restriction</a>. We pride ourselves on high-quality,
peer-reviewed code, written by an active <a class="reference external" href="https://www.openhub.net/p/scikit-image/contributors">community of volunteers</a>.</p>
<a class="btn btn-warning clearfix" href="/docs/stable/install.html">
<i class="icon-download icon-white"></i>Download</a></div>
<div class="well hero row-fluid summary-box citation docutils container">
<b>If you find this project useful, please cite:</b>
<span style="float: right;">
[<a href="_static/skimage.bib">BiBTeX</a>]
</span>
<br/><br/>
Stéfan van der Walt, Johannes L. Schönberger, Juan Nunez-Iglesias,
François Boulogne, Joshua D. Warner, Neil Yager, Emmanuelle Gouillart,
Tony Yu and the scikit-image contributors. <b>scikit-image: Image
processing in Python</b>. PeerJ 2:e453 (2014)
<a href="https://doi.org/10.7717/peerj.453">
https://doi.org/10.7717/peerj.453
</a></div>
<section id="news">
<h1>News<a class="headerlink" href="#news" title="Permalink to this heading">¶</a></h1>
<ul class="simple">
<li><p><strong>Release!</strong> <a class="reference external" href="https://scikit-image.org/docs/stable/release_notes/release_0.23.html">Version 0.23.2</a> 2024-04-20</p></li>
<li><p><strong>Release!</strong> <a class="reference external" href="https://scikit-image.org/docs/stable/release_notes/release_0.22.html">Version 0.22.0</a> 2023-10-03</p></li>
<li><p><strong>Release!</strong> <a class="reference external" href="https://scikit-image.org/docs/stable/release_notes/release_0.21.html">Version 0.21.0</a> 2023-06-02</p></li>
<li><p><strong>Release!</strong> <a class="reference external" href="https://scikit-image.org/docs/0.20.x/release_notes.html">Version 0.20.0</a> 2023-02-28</p></li>
<li><p>As part of CZI’s 5th EOSS grant cycle, scikit-image received funding to
<a class="reference external" href="https://chanzuckerberg.com/eoss/proposals/from-library-to-protocol-scikit-image-as-an-api-reference/">create a typed, discoverable, and extensible API</a>! 2022-11-30</p></li>
</ul>
</section>
<section id="getting-started">
<h1>Getting Started<a class="headerlink" href="#getting-started" title="Permalink to this heading">¶</a></h1>
<p>Filtering an image with <code class="docutils literal notranslate"><span class="pre">scikit-image</span></code> is easy! For more examples, please
visit our <a class="reference external" href="/docs/dev/auto_examples">gallery</a>.</p>
<div class="row-fluid docutils container">
<div class="span6 docutils container">
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">skimage</span> <span class="k">as</span> <span class="nn">ski</span>
<span class="n">image</span> <span class="o">=</span> <span class="n">ski</span><span class="o">.</span><span class="n">data</span><span class="o">.</span><span class="n">coins</span><span class="p">()</span>
<span class="c1"># ... or any other NumPy array!</span>
<span class="n">edges</span> <span class="o">=</span> <span class="n">ski</span><span class="o">.</span><span class="n">filters</span><span class="o">.</span><span class="n">sobel</span><span class="p">(</span><span class="n">image</span><span class="p">)</span>
<span class="n">ski</span><span class="o">.</span><span class="n">io</span><span class="o">.</span><span class="n">imshow</span><span class="p">(</span><span class="n">edges</span><span class="p">)</span>
<span class="n">ski</span><span class="o">.</span><span class="n">io</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
</pre></div>
</div>
</div>
<div class="well span6 docutils container">
<img alt="_images/coins-small.png" class="coins-sample span6" src="_images/coins-small.png" />
<img alt="_images/sobel-coins-small.png" class="coins-sample span6" src="_images/sobel-coins-small.png" />
</div>
</div>
<p>You can read more in our <a class="reference external" href="/docs/stable/user_guide/">user guide</a>.
For an introduction to image processing using scikit-image, see
<a class="reference external" href="https://datacarpentry.org/image-processing/">this lesson</a> by Data Carpentry.</p>
</section>
<section id="our-team">
<h1>Our Team<a class="headerlink" href="#our-team" title="Permalink to this heading">¶</a></h1>
<p>Along with a large community of contributors, scikit-image development
is guided by the following core team:</p>
<div class="team-member">
<a href="https://github.com/emmanuelle" class="team-member-name">
<div class="team-member-photo">
<img
src="https://avatars.githubusercontent.com/u/263366?v=4&s=60"
loading="lazy"
alt="Avatar picture of @emmanuelle"
/>
</div>
Emmanuelle Gouillart
</a>
<div class="team-member-handle">@emmanuelle</div>
</div><div class="team-member">
<a href="https://github.com/grlee77" class="team-member-name">
<div class="team-member-photo">
<img
src="https://avatars.githubusercontent.com/u/6528957?v=4&s=60"
loading="lazy"
alt="Avatar picture of @grlee77"
/>
</div>
Gregory Lee
</a>
<div class="team-member-handle">@grlee77</div>
</div><div class="team-member">
<a href="https://github.com/hmaarrfk" class="team-member-name">
<div class="team-member-photo">
<img
src="https://avatars.githubusercontent.com/u/90008?v=4&s=60"
loading="lazy"
alt="Avatar picture of @hmaarrfk"
/>
</div>
Mark Harfouche
</a>
<div class="team-member-handle">@hmaarrfk</div>
</div><div class="team-member">
<a href="https://github.com/jarrodmillman" class="team-member-name">
<div class="team-member-photo">
<img
src="https://avatars.githubusercontent.com/u/123428?v=4&s=60"
loading="lazy"
alt="Avatar picture of @jarrodmillman"
/>
</div>
Jarrod Millman
</a>
<div class="team-member-handle">@jarrodmillman</div>
</div><div class="team-member">
<a href="https://github.com/JDWarner" class="team-member-name">
<div class="team-member-photo">
<img
src="https://avatars.githubusercontent.com/u/2184487?v=4&s=60"
loading="lazy"
alt="Avatar picture of @JDWarner"
/>
</div>
Josh Warner
</a>
<div class="team-member-handle">@JDWarner</div>
</div><div class="team-member">
<a href="https://github.com/jni" class="team-member-name">
<div class="team-member-photo">
<img
src="https://avatars.githubusercontent.com/u/492549?v=4&s=60"
loading="lazy"
alt="Avatar picture of @jni"
/>
</div>
Juan Nunez-Iglesias
</a>
<div class="team-member-handle">@jni</div>
</div><div class="team-member">
<a href="https://github.com/lagru" class="team-member-name">
<div class="team-member-photo">
<img
src="https://avatars.githubusercontent.com/u/20140352?v=4&s=60"
loading="lazy"
alt="Avatar picture of @lagru"
/>
</div>
Lars Grüter
</a>
<div class="team-member-handle">@lagru</div>
</div><div class="team-member">
<a href="https://github.com/mkcor" class="team-member-name">
<div class="team-member-photo">
<img
src="https://avatars.githubusercontent.com/u/2227806?v=4&s=60"
loading="lazy"
alt="Avatar picture of @mkcor"
/>
</div>
Marianne Corvellec
</a>
<div class="team-member-handle">@mkcor</div>
</div><div class="team-member">
<a href="https://github.com/rfezzani" class="team-member-name">
<div class="team-member-photo">
<img
src="https://avatars.githubusercontent.com/u/3438227?v=4&s=60"
loading="lazy"
alt="Avatar picture of @rfezzani"
/>
</div>
Riadh Fezzani
</a>
<div class="team-member-handle">@rfezzani</div>
</div><div class="team-member">
<a href="https://github.com/soupault" class="team-member-name">
<div class="team-member-photo">
<img
src="https://avatars.githubusercontent.com/u/1315589?v=4&s=60"
loading="lazy"
alt="Avatar picture of @soupault"
/>
</div>
Egor Panfilov
</a>
<div class="team-member-handle">@soupault</div>
</div><div class="team-member">
<a href="https://github.com/stefanv" class="team-member-name">
<div class="team-member-photo">
<img
src="https://avatars.githubusercontent.com/u/45071?v=4&s=60"
loading="lazy"
alt="Avatar picture of @stefanv"
/>
</div>
Stefan van der Walt
</a>
<div class="team-member-handle">@stefanv</div>
</div></section>
<section id="emeritus-developers">
<h1>Emeritus Developers<a class="headerlink" href="#emeritus-developers" title="Permalink to this heading">¶</a></h1>
<p>We thank these previously-active core developers for their contributions to scikit-image.</p>
<div class="team-member">
<a href="https://github.com/ahojnnes" class="team-member-name">
<div class="team-member-photo">
<img
src="https://avatars.githubusercontent.com/u/134307?v=4&s=60"
loading="lazy"
alt="Avatar picture of @ahojnnes"
/>
</div>
Johannes Schönberger
</a>
<div class="team-member-handle">@ahojnnes</div>
</div><div class="team-member">
<a href="https://github.com/alexdesiqueira" class="team-member-name">
<div class="team-member-photo">
<img
src="https://avatars.githubusercontent.com/u/5776022?v=4&s=60"
loading="lazy"
alt="Avatar picture of @alexdesiqueira"
/>
</div>
Alexandre de Siqueira
</a>
<div class="team-member-handle">@alexdesiqueira</div>
</div><div class="team-member">
<a href="https://github.com/amueller" class="team-member-name">
<div class="team-member-photo">
<img
src="https://avatars.githubusercontent.com/u/449558?v=4&s=60"
loading="lazy"
alt="Avatar picture of @amueller"
/>
</div>
Andreas Mueller
</a>
<div class="team-member-handle">@amueller</div>
</div><div class="team-member">
<a href="https://github.com/blink1073" class="team-member-name">
<div class="team-member-photo">
<img
src="https://avatars.githubusercontent.com/u/2096628?v=4&s=60"
loading="lazy"
alt="Avatar picture of @blink1073"
/>
</div>
Steven Silvester
</a>
<div class="team-member-handle">@blink1073</div>
</div><div class="team-member">
<a href="https://github.com/sciunto" class="team-member-name">
<div class="team-member-photo">
<img
src="https://avatars.githubusercontent.com/u/335370?v=4&s=60"
loading="lazy"
alt="Avatar picture of @sciunto"
/>
</div>
François Boulogne
</a>
<div class="team-member-handle">@sciunto</div>
</div><div class="team-member">
<a href="https://github.com/tonysyu" class="team-member-name">
<div class="team-member-photo">
<img
src="https://avatars.githubusercontent.com/u/133031?v=4&s=60"
loading="lazy"
alt="Avatar picture of @tonysyu"
/>
</div>
Tony S Yu
</a>
<div class="team-member-handle">@tonysyu</div>
</div><div class="team-member">
<a href="https://github.com/zpincus" class="team-member-name">
<div class="team-member-photo">
<img
src="https://avatars.githubusercontent.com/u/174217?v=4&s=60"
loading="lazy"
alt="Avatar picture of @zpincus"
/>
</div>
Zachary Pincus
</a>
<div class="team-member-handle">@zpincus</div>
</div></section>
</div>
</div>
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