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scikit-image tutorials

A collection of tutorials for the scikit-image package.

Launch the tutorial notebooks directly with MyBinder now:

Binder

Or you can setup and run on your local machine:

  1. Follow the preparation instructions
  2. Start the notebook server from the same directory as this README with jupyter notebook

Refer to the gallery as well as scikit-image demos for more examples.

Usage

These usage guidelines are based on goodwill. They are not a legal contract.

The scikit-image team requests that you follow these guidelines if you use these materials in downstream projects.

All materials in this repository are available free of restriction under the Creative Commons CC0 1.0 Universal Public Domain Dedication (see LICENSE.txt).

However, we request that you actively acknowledge and give attribution to this repo and to the authors if you reproduce them or create any derivative works.

For more information on these guidelines, which are sometimes known as CC0 (+BY), see this blog post by Dan Cohen.

Contributing

If you make any modifications to these tutorials that you think would benefit the community at large, please create a pull request!

About

scikit-image tutorials

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Readme
CC0-1.0 license
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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all 
 blocks\n(function() {\n function addCopyButtons() {\n document.querySelectorAll('pre code').forEach(function(codeBlock) {\n if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;\n codeBlock.parentElement.setAttribute('data-copy-added', 'true');\n \n var btn = document.createElement('button');\n btn.textContent = 'Copy';\n btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';\n btn.onmouseover = function() { this.style.opacity = '1'; };\n btn.onmouseout = function() { this.style.opacity = '0.7'; };\n btn.onclick = function() {\n navigator.clipboard.writeText(codeBlock.textContent).then(function() {\n btn.textContent = 'Copied!';\n setTimeout(function() { btn.textContent = 'Copy'; }, 1500);\n });\n };\n codeBlock.parentElement.style.position = 'relative';\n codeBlock.parentElement.appendChild(btn);\n });\n }\n \n addCopyButtons();\n \n // Re-run on dynamic content\n var observer = new MutationObserver(addCopyButtons);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Add Copy Buttons to Code Blocks");
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '

Skip to content
BranchesTags
Repository files navigation
scikit-image tutorials
A collection of tutorials for the scikit-image package.
Launch the tutorial notebooks directly with MyBinder now:
Binder
Or you can setup and run on your local machine:
  1. Follow the preparation instructions
  2. Start the notebook server from the same directory as this README
with jupyter notebook
Refer to the gallery as
well as scikit-image demos
for more examples.
Usage
These usage guidelines are based on goodwill. They are not a legal contract.
The scikit-image team requests that you follow these guidelines if you use
these materials in downstream projects.
All materials in this repository are available free of restriction
under the Creative Commons CC0 1.0 Universal Public Domain Dedication
(see LICENSE.txt).
However, we request that you actively acknowledge and give
attribution to this repo and to the authors if you reproduce them or create any
derivative works.
For more information on these guidelines, which are sometimes known as
CC0 (+BY), see this blog post by
Dan Cohen.
Contributing
If you make any modifications to these tutorials that you think would benefit
the community at large, please
create a pull request!
About
scikit-image tutorials
Resources
Readme
CC0-1.0 license
Activity
Stars
1 star
Watchers
0 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors
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, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix");
}
} catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
BranchesTags
Repository files navigation
scikit-image tutorials
A collection of tutorials for the scikit-image package.
Launch the tutorial notebooks directly with MyBinder now:
Binder
Or you can setup and run on your local machine:
  1. Follow the preparation instructions
  2. Start the notebook server from the same directory as this README
with jupyter notebook
Refer to the gallery as
well as scikit-image demos
for more examples.
Usage
These usage guidelines are based on goodwill. They are not a legal contract.
The scikit-image team requests that you follow these guidelines if you use
these materials in downstream projects.
All materials in this repository are available free of restriction
under the Creative Commons CC0 1.0 Universal Public Domain Dedication
(see LICENSE.txt).
However, we request that you actively acknowledge and give
attribution to this repo and to the authors if you reproduce them or create any
derivative works.
For more information on these guidelines, which are sometimes known as
CC0 (+BY), see this blog post by
Dan Cohen.
Contributing
If you make any modifications to these tutorials that you think would benefit
the community at large, please
create a pull request!
About
scikit-image tutorials
Resources
Readme
CC0-1.0 license
Activity
Stars
1 star
Watchers
0 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors
Languages

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms");
}
} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
BranchesTags
Repository files navigation
scikit-image tutorials
A collection of tutorials for the scikit-image package.
Launch the tutorial notebooks directly with MyBinder now:
Binder
Or you can setup and run on your local machine:
  1. Follow the preparation instructions
  2. Start the notebook server from the same directory as this README
with jupyter notebook
Refer to the gallery as
well as scikit-image demos
for more examples.
Usage
These usage guidelines are based on goodwill. They are not a legal contract.
The scikit-image team requests that you follow these guidelines if you use
these materials in downstream projects.
All materials in this repository are available free of restriction
under the Creative Commons CC0 1.0 Universal Public Domain Dedication
(see LICENSE.txt).
However, we request that you actively acknowledge and give
attribution to this repo and to the authors if you reproduce them or create any
derivative works.
For more information on these guidelines, which are sometimes known as
CC0 (+BY), see this blog post by
Dan Cohen.
Contributing
If you make any modifications to these tutorials that you think would benefit
the community at large, please
create a pull request!
About
scikit-image tutorials
Resources
Readme
CC0-1.0 license
Activity
Stars
1 star
Watchers
0 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors
Languages

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links");
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '

Skip to content
BranchesTags
Repository files navigation
scikit-image tutorials
A collection of tutorials for the scikit-image package.
Launch the tutorial notebooks directly with MyBinder now:
Binder
Or you can setup and run on your local machine:
  1. Follow the preparation instructions
  2. Start the notebook server from the same directory as this README
with jupyter notebook
Refer to the gallery as
well as scikit-image demos
for more examples.
Usage
These usage guidelines are based on goodwill. They are not a legal contract.
The scikit-image team requests that you follow these guidelines if you use
these materials in downstream projects.
All materials in this repository are available free of restriction
under the Creative Commons CC0 1.0 Universal Public Domain Dedication
(see LICENSE.txt).
However, we request that you actively acknowledge and give
attribution to this repo and to the authors if you reproduce them or create any
derivative works.
For more information on these guidelines, which are sometimes known as
CC0 (+BY), see this blog post by
Dan Cohen.
Contributing
If you make any modifications to these tutorials that you think would benefit
the community at large, please
create a pull request!
About
scikit-image tutorials
Resources
Readme
CC0-1.0 license
Activity
Stars
1 star
Watchers
0 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors
Languages

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default");
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
BranchesTags
Repository files navigation
scikit-image tutorials
A collection of tutorials for the scikit-image package.
Launch the tutorial notebooks directly with MyBinder now:
Binder
Or you can setup and run on your local machine:
  1. Follow the preparation instructions
  2. Start the notebook server from the same directory as this README
with jupyter notebook
Refer to the gallery as
well as scikit-image demos
for more examples.
Usage
These usage guidelines are based on goodwill. They are not a legal contract.
The scikit-image team requests that you follow these guidelines if you use
these materials in downstream projects.
All materials in this repository are available free of restriction
under the Creative Commons CC0 1.0 Universal Public Domain Dedication
(see LICENSE.txt).
However, we request that you actively acknowledge and give
attribution to this repo and to the authors if you reproduce them or create any
derivative works.
For more information on these guidelines, which are sometimes known as
CC0 (+BY), see this blog post by
Dan Cohen.
Contributing
If you make any modifications to these tutorials that you think would benefit
the community at large, please
create a pull request!
About
scikit-image tutorials
Resources
Readme
CC0-1.0 license
Activity
Stars
1 star
Watchers
0 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors
Languages

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers");
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
BranchesTags
Repository files navigation
scikit-image tutorials
A collection of tutorials for the scikit-image package.
Launch the tutorial notebooks directly with MyBinder now:
Binder
Or you can setup and run on your local machine:
  1. Follow the preparation instructions
  2. Start the notebook server from the same directory as this README
with jupyter notebook
Refer to the gallery as
well as scikit-image demos
for more examples.
Usage
These usage guidelines are based on goodwill. They are not a legal contract.
The scikit-image team requests that you follow these guidelines if you use
these materials in downstream projects.
All materials in this repository are available free of restriction
under the Creative Commons CC0 1.0 Universal Public Domain Dedication
(see LICENSE.txt).
However, we request that you actively acknowledge and give
attribution to this repo and to the authors if you reproduce them or create any
derivative works.
For more information on these guidelines, which are sometimes known as
CC0 (+BY), see this blog post by
Dan Cohen.
Contributing
If you make any modifications to these tutorials that you think would benefit
the community at large, please
create a pull request!
About
scikit-image tutorials
Resources
Readme
CC0-1.0 license
Activity
Stars
1 star
Watchers
0 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors
Languages

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode");
}
} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
})();
})();

Skip to content
BranchesTags
Repository files navigation
scikit-image tutorials
A collection of tutorials for the scikit-image package.
Launch the tutorial notebooks directly with MyBinder now:
Binder
Or you can setup and run on your local machine:
  1. Follow the preparation instructions
  2. Start the notebook server from the same directory as this README
with jupyter notebook
Refer to the gallery as
well as scikit-image demos
for more examples.
Usage
These usage guidelines are based on goodwill. They are not a legal contract.
The scikit-image team requests that you follow these guidelines if you use
these materials in downstream projects.
All materials in this repository are available free of restriction
under the Creative Commons CC0 1.0 Universal Public Domain Dedication
(see LICENSE.txt).
However, we request that you actively acknowledge and give
attribution to this repo and to the authors if you reproduce them or create any
derivative works.
For more information on these guidelines, which are sometimes known as
CC0 (+BY), see this blog post by
Dan Cohen.
Contributing
If you make any modifications to these tutorials that you think would benefit
the community at large, please
create a pull request!
About
scikit-image tutorials
Resources
Readme
CC0-1.0 license
Activity
Stars
1 star
Watchers
0 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors
Languages