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Tree of Life GANs

Performed in Zorlu PSM, Istanbul. 16th of September, 2022.

Below you can find the techniques and data used in the Tree of Life audio/visual performance in collaboration with Fazıl Say, Jamal Aliyev and Zorlu PSM.

At the same time, we share the StyleGAN-2 model, which has been trained with 65 million nature and tree images, as open source.

Latent Walk GAN Browser

With the latent gan browser, you can see how synthetically produced images are created.

Optical flow pipeline diagram of synthetic images

MarineGEO circle logo

UMAP

60 million classified and cleared visual umap algorithms are positioned in a 3-dimensional space.

High Res Full Video

If you want to view the full video in high resolution, you can visit the video below.

MarineGEO circle logo

GANs Model Weights

The weights of the model trained in StyleGAN-2 can be downloaded from the link

Audio Analysis

Some examples of sound analyzes made for a small part of the works are shown below.

VVVV Pipeline

Performed in Zorlu PSM, Istanbul. 16th of September, 2022.

About

No description, website, or topics provided.

Resources

Readme
Activity
Custom properties

Stars

54 stars

Watchers

1 watching

Forks

2 forks
Report repository

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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" + '

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Tree of Life GANs
Performed in Zorlu PSM, Istanbul. 16th of September, 2022.
Below you can find the techniques and data used in the Tree of Life audio/visual performance in collaboration with Fazıl Say, Jamal Aliyev and Zorlu PSM.
At the same time, we share the StyleGAN-2 model, which has been trained with 65 million nature and tree images, as open source.
Latent Walk GAN Browser
With the latent gan browser, you can see how synthetically produced images are created.
Optical flow pipeline diagram of synthetic images
MarineGEO circle logo
UMAP
60 million classified and cleared visual umap algorithms are positioned in a 3-dimensional space.
High Res Full Video
If you want to view the full video in high resolution, you can visit the video below.
MarineGEO circle logo
GANs Model Weights
The weights of the model trained in StyleGAN-2 can be downloaded from the link
Audio Analysis
Some examples of sound analyzes made for a small part of the works are shown below.
VVVV Pipeline
Performed in Zorlu PSM, Istanbul. 16th of September, 2022.
About
No description, website, or topics provided.
Resources
Readme
Activity
Custom properties
Stars
54 stars
Watchers
1 watching
Forks
2 forks
Report repository
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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('^' + ".*" + '

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Tree of Life GANs
Performed in Zorlu PSM, Istanbul. 16th of September, 2022.
Below you can find the techniques and data used in the Tree of Life audio/visual performance in collaboration with Fazıl Say, Jamal Aliyev and Zorlu PSM.
At the same time, we share the StyleGAN-2 model, which has been trained with 65 million nature and tree images, as open source.
Latent Walk GAN Browser
With the latent gan browser, you can see how synthetically produced images are created.
Optical flow pipeline diagram of synthetic images
MarineGEO circle logo
UMAP
60 million classified and cleared visual umap algorithms are positioned in a 3-dimensional space.
High Res Full Video
If you want to view the full video in high resolution, you can visit the video below.
MarineGEO circle logo
GANs Model Weights
The weights of the model trained in StyleGAN-2 can be downloaded from the link
Audio Analysis
Some examples of sound analyzes made for a small part of the works are shown below.
VVVV Pipeline
Performed in Zorlu PSM, Istanbul. 16th of September, 2022.
About
No description, website, or topics provided.
Resources
Readme
Activity
Custom properties
Stars
54 stars
Watchers
1 watching
Forks
2 forks
Report repository
Releases
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Contributors

, '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('^' + ".*" + '

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Tree of Life GANs
Performed in Zorlu PSM, Istanbul. 16th of September, 2022.
Below you can find the techniques and data used in the Tree of Life audio/visual performance in collaboration with Fazıl Say, Jamal Aliyev and Zorlu PSM.
At the same time, we share the StyleGAN-2 model, which has been trained with 65 million nature and tree images, as open source.
Latent Walk GAN Browser
With the latent gan browser, you can see how synthetically produced images are created.
Optical flow pipeline diagram of synthetic images
MarineGEO circle logo
UMAP
60 million classified and cleared visual umap algorithms are positioned in a 3-dimensional space.
High Res Full Video
If you want to view the full video in high resolution, you can visit the video below.
MarineGEO circle logo
GANs Model Weights
The weights of the model trained in StyleGAN-2 can be downloaded from the link
Audio Analysis
Some examples of sound analyzes made for a small part of the works are shown below.
VVVV Pipeline
Performed in Zorlu PSM, Istanbul. 16th of September, 2022.
About
No description, website, or topics provided.
Resources
Readme
Activity
Custom properties
Stars
54 stars
Watchers
1 watching
Forks
2 forks
Report repository
Releases
Packages
Contributors

, '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" + '

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Tree of Life GANs
Performed in Zorlu PSM, Istanbul. 16th of September, 2022.
Below you can find the techniques and data used in the Tree of Life audio/visual performance in collaboration with Fazıl Say, Jamal Aliyev and Zorlu PSM.
At the same time, we share the StyleGAN-2 model, which has been trained with 65 million nature and tree images, as open source.
Latent Walk GAN Browser
With the latent gan browser, you can see how synthetically produced images are created.
Optical flow pipeline diagram of synthetic images
MarineGEO circle logo
UMAP
60 million classified and cleared visual umap algorithms are positioned in a 3-dimensional space.
High Res Full Video
If you want to view the full video in high resolution, you can visit the video below.
MarineGEO circle logo
GANs Model Weights
The weights of the model trained in StyleGAN-2 can be downloaded from the link
Audio Analysis
Some examples of sound analyzes made for a small part of the works are shown below.
VVVV Pipeline
Performed in Zorlu PSM, Istanbul. 16th of September, 2022.
About
No description, website, or topics provided.
Resources
Readme
Activity
Custom properties
Stars
54 stars
Watchers
1 watching
Forks
2 forks
Report repository
Releases
Packages
Contributors

, '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('^' + ".*" + '

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Tree of Life GANs
Performed in Zorlu PSM, Istanbul. 16th of September, 2022.
Below you can find the techniques and data used in the Tree of Life audio/visual performance in collaboration with Fazıl Say, Jamal Aliyev and Zorlu PSM.
At the same time, we share the StyleGAN-2 model, which has been trained with 65 million nature and tree images, as open source.
Latent Walk GAN Browser
With the latent gan browser, you can see how synthetically produced images are created.
Optical flow pipeline diagram of synthetic images
MarineGEO circle logo
UMAP
60 million classified and cleared visual umap algorithms are positioned in a 3-dimensional space.
High Res Full Video
If you want to view the full video in high resolution, you can visit the video below.
MarineGEO circle logo
GANs Model Weights
The weights of the model trained in StyleGAN-2 can be downloaded from the link
Audio Analysis
Some examples of sound analyzes made for a small part of the works are shown below.
VVVV Pipeline
Performed in Zorlu PSM, Istanbul. 16th of September, 2022.
About
No description, website, or topics provided.
Resources
Readme
Activity
Custom properties
Stars
54 stars
Watchers
1 watching
Forks
2 forks
Report repository
Releases
Packages
Contributors

, '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('^' + ".*" + '

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Tree of Life GANs
Performed in Zorlu PSM, Istanbul. 16th of September, 2022.
Below you can find the techniques and data used in the Tree of Life audio/visual performance in collaboration with Fazıl Say, Jamal Aliyev and Zorlu PSM.
At the same time, we share the StyleGAN-2 model, which has been trained with 65 million nature and tree images, as open source.
Latent Walk GAN Browser
With the latent gan browser, you can see how synthetically produced images are created.
Optical flow pipeline diagram of synthetic images
MarineGEO circle logo
UMAP
60 million classified and cleared visual umap algorithms are positioned in a 3-dimensional space.
High Res Full Video
If you want to view the full video in high resolution, you can visit the video below.
MarineGEO circle logo
GANs Model Weights
The weights of the model trained in StyleGAN-2 can be downloaded from the link
Audio Analysis
Some examples of sound analyzes made for a small part of the works are shown below.
VVVV Pipeline
Performed in Zorlu PSM, Istanbul. 16th of September, 2022.
About
No description, website, or topics provided.
Resources
Readme
Activity
Custom properties
Stars
54 stars
Watchers
1 watching
Forks
2 forks
Report repository
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, '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); }
})();
})();

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Tree of Life GANs
Performed in Zorlu PSM, Istanbul. 16th of September, 2022.
Below you can find the techniques and data used in the Tree of Life audio/visual performance in collaboration with Fazıl Say, Jamal Aliyev and Zorlu PSM.
At the same time, we share the StyleGAN-2 model, which has been trained with 65 million nature and tree images, as open source.
Latent Walk GAN Browser
With the latent gan browser, you can see how synthetically produced images are created.
Optical flow pipeline diagram of synthetic images
MarineGEO circle logo
UMAP
60 million classified and cleared visual umap algorithms are positioned in a 3-dimensional space.
High Res Full Video
If you want to view the full video in high resolution, you can visit the video below.
MarineGEO circle logo
GANs Model Weights
The weights of the model trained in StyleGAN-2 can be downloaded from the link
Audio Analysis
Some examples of sound analyzes made for a small part of the works are shown below.
VVVV Pipeline
Performed in Zorlu PSM, Istanbul. 16th of September, 2022.
About
No description, website, or topics provided.
Resources
Readme
Activity
Custom properties
Stars
54 stars
Watchers
1 watching
Forks
2 forks
Report repository
Releases
Packages
Contributors