@Signa-Lingua

SINGA: Translating Silence, Transcending Barrier

README.md

SINGA: Translating Silence, Transcending Barriers

SINGA is a service that bridges communication between ordinary people and people with hearing impairments

We provide a mobile application that translates sign language into text and vice versa. With the primary goal to help people with hearing impairments to communicate with ordinary people. The application is equipped with a machine learning model that can recognize sign language gestures and translate them into text.

Meet the team!

Learning PathBangkit IDNameSocials
Mobile DevelopmentA420D4KY4440Muhammad RadifaGithubLinkedin
A420D4KY4439Noor Rizki RamadhanGithubLinkedin
Cloud ComputingC193D4KY0796Andrien WiandyanoGithubLinkedin
C112D4KY0165Daniel Reynard KurniawanGithubLinkedin
Machine LearningM009D4KY2003Ahmad AlwiGithubLinkedin
M248D4KY2232John Wilken Christopher NainggolanGithubLinkedin
M319D4KX3158Maria Anggraini NatioGithubLinkedin

Repositories

TypeRepositoryDescriptionDeployment
Clients SINGA App The primary mobile application offering a full suite of user features and interactions TBA
SINGA Article A comprehensive platform for public users and administrators to view, create, and manage articles TBA
APIsSINGA API The core API facilitating all client interactions and comprehensive article management TBA
SINGA Predict API A specialized API dedicated to handling interactions with the machine learning model TBA
Machine Learning SINGA ML The repository where all machine learning training and testing activities are conducted -

Pinned Loading

  1. singa-appsinga-appPublic

    SINGA App

    Kotlin 2

  2. singa-apisinga-apiPublic

    Backend Application for SINGA App

    TypeScript 2 3

  3. singa-articlesinga-articlePublic

    SINGA Website

    TypeScript 3

  4. singa-predict-apisinga-predict-apiPublic

    Backend Application for SINGA App

    Python 3

  5. singa-mlsinga-mlPublic

    Jupyter Notebook 1 1

Repositories

Showing 6 of 6 repositories

Top languages

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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
@Signa-Lingua

SINGA: Translating Silence, Transcending Barrier

README.md
SINGA: Translating Silence, Transcending Barriers
SINGA is a service that bridges communication between ordinary people and people with hearing impairments
We provide a mobile application that translates sign language into text and vice versa. With the primary goal to help people with hearing impairments to communicate with ordinary people. The application is equipped with a machine learning model that can recognize sign language gestures and translate them into text.
Meet the team!
Learning PathBangkit IDNameSocials
Mobile DevelopmentA420D4KY4440Muhammad RadifaGithubLinkedin
A420D4KY4439Noor Rizki RamadhanGithubLinkedin
Cloud ComputingC193D4KY0796Andrien WiandyanoGithubLinkedin
C112D4KY0165Daniel Reynard KurniawanGithubLinkedin
Machine LearningM009D4KY2003Ahmad AlwiGithubLinkedin
M248D4KY2232John Wilken Christopher NainggolanGithubLinkedin
M319D4KX3158Maria Anggraini NatioGithubLinkedin
Repositories
TypeRepositoryDescriptionDeployment
Clients
SINGA App

The primary mobile application offering a full suite of user features and interactions
TBA


SINGA Article

A comprehensive platform for public users and administrators to view, create, and manage articles

TBA

APIsSINGA API
The core API facilitating all client interactions and comprehensive article management

TBA


SINGA Predict API

A specialized API dedicated to handling interactions with the machine learning model

TBA

Machine Learning
SINGA ML

The repository where all machine learning training and testing activities are conducted

-


Pinned
Loading
  1. singa-appsinga-appPublic
    
SINGA App

    Kotlin
2

  2. singa-apisinga-apiPublic
    
Backend Application for SINGA App

    TypeScript
2

3

  3. singa-articlesinga-articlePublic
    
SINGA Website

    TypeScript
3

  4. singa-predict-apisinga-predict-apiPublic
    
Backend Application for SINGA App

    Python
3

  5. singa-mlsinga-mlPublic
    Jupyter Notebook
1

1


Repositories

Showing 6 of 6 repositories
Top languages
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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
@Signa-Lingua

SINGA: Translating Silence, Transcending Barrier

README.md
SINGA: Translating Silence, Transcending Barriers
SINGA is a service that bridges communication between ordinary people and people with hearing impairments
We provide a mobile application that translates sign language into text and vice versa. With the primary goal to help people with hearing impairments to communicate with ordinary people. The application is equipped with a machine learning model that can recognize sign language gestures and translate them into text.
Meet the team!
Learning PathBangkit IDNameSocials
Mobile DevelopmentA420D4KY4440Muhammad RadifaGithubLinkedin
A420D4KY4439Noor Rizki RamadhanGithubLinkedin
Cloud ComputingC193D4KY0796Andrien WiandyanoGithubLinkedin
C112D4KY0165Daniel Reynard KurniawanGithubLinkedin
Machine LearningM009D4KY2003Ahmad AlwiGithubLinkedin
M248D4KY2232John Wilken Christopher NainggolanGithubLinkedin
M319D4KX3158Maria Anggraini NatioGithubLinkedin
Repositories
TypeRepositoryDescriptionDeployment
Clients
SINGA App

The primary mobile application offering a full suite of user features and interactions
TBA


SINGA Article

A comprehensive platform for public users and administrators to view, create, and manage articles

TBA

APIsSINGA API
The core API facilitating all client interactions and comprehensive article management

TBA


SINGA Predict API

A specialized API dedicated to handling interactions with the machine learning model

TBA

Machine Learning
SINGA ML

The repository where all machine learning training and testing activities are conducted

-


Pinned
Loading
  1. singa-appsinga-appPublic
    
SINGA App

    Kotlin
2

  2. singa-apisinga-apiPublic
    
Backend Application for SINGA App

    TypeScript
2

3

  3. singa-articlesinga-articlePublic
    
SINGA Website

    TypeScript
3

  4. singa-predict-apisinga-predict-apiPublic
    
Backend Application for SINGA App

    Python
3

  5. singa-mlsinga-mlPublic
    Jupyter Notebook
1

1


Repositories

Showing 6 of 6 repositories
Top languages
Loading…
Most used topics
Loading…

, '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
@Signa-Lingua

SINGA: Translating Silence, Transcending Barrier

README.md
SINGA: Translating Silence, Transcending Barriers
SINGA is a service that bridges communication between ordinary people and people with hearing impairments
We provide a mobile application that translates sign language into text and vice versa. With the primary goal to help people with hearing impairments to communicate with ordinary people. The application is equipped with a machine learning model that can recognize sign language gestures and translate them into text.
Meet the team!
Learning PathBangkit IDNameSocials
Mobile DevelopmentA420D4KY4440Muhammad RadifaGithubLinkedin
A420D4KY4439Noor Rizki RamadhanGithubLinkedin
Cloud ComputingC193D4KY0796Andrien WiandyanoGithubLinkedin
C112D4KY0165Daniel Reynard KurniawanGithubLinkedin
Machine LearningM009D4KY2003Ahmad AlwiGithubLinkedin
M248D4KY2232John Wilken Christopher NainggolanGithubLinkedin
M319D4KX3158Maria Anggraini NatioGithubLinkedin
Repositories
TypeRepositoryDescriptionDeployment
Clients
SINGA App

The primary mobile application offering a full suite of user features and interactions
TBA


SINGA Article

A comprehensive platform for public users and administrators to view, create, and manage articles

TBA

APIsSINGA API
The core API facilitating all client interactions and comprehensive article management

TBA


SINGA Predict API

A specialized API dedicated to handling interactions with the machine learning model

TBA

Machine Learning
SINGA ML

The repository where all machine learning training and testing activities are conducted

-


Pinned
Loading
  1. singa-appsinga-appPublic
    
SINGA App

    Kotlin
2

  2. singa-apisinga-apiPublic
    
Backend Application for SINGA App

    TypeScript
2

3

  3. singa-articlesinga-articlePublic
    
SINGA Website

    TypeScript
3

  4. singa-predict-apisinga-predict-apiPublic
    
Backend Application for SINGA App

    Python
3

  5. singa-mlsinga-mlPublic
    Jupyter Notebook
1

1


Repositories

Showing 6 of 6 repositories
Top languages
Loading…
Most used topics
Loading…

, '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
@Signa-Lingua

SINGA: Translating Silence, Transcending Barrier

README.md
SINGA: Translating Silence, Transcending Barriers
SINGA is a service that bridges communication between ordinary people and people with hearing impairments
We provide a mobile application that translates sign language into text and vice versa. With the primary goal to help people with hearing impairments to communicate with ordinary people. The application is equipped with a machine learning model that can recognize sign language gestures and translate them into text.
Meet the team!
Learning PathBangkit IDNameSocials
Mobile DevelopmentA420D4KY4440Muhammad RadifaGithubLinkedin
A420D4KY4439Noor Rizki RamadhanGithubLinkedin
Cloud ComputingC193D4KY0796Andrien WiandyanoGithubLinkedin
C112D4KY0165Daniel Reynard KurniawanGithubLinkedin
Machine LearningM009D4KY2003Ahmad AlwiGithubLinkedin
M248D4KY2232John Wilken Christopher NainggolanGithubLinkedin
M319D4KX3158Maria Anggraini NatioGithubLinkedin
Repositories
TypeRepositoryDescriptionDeployment
Clients
SINGA App

The primary mobile application offering a full suite of user features and interactions
TBA


SINGA Article

A comprehensive platform for public users and administrators to view, create, and manage articles

TBA

APIsSINGA API
The core API facilitating all client interactions and comprehensive article management

TBA


SINGA Predict API

A specialized API dedicated to handling interactions with the machine learning model

TBA

Machine Learning
SINGA ML

The repository where all machine learning training and testing activities are conducted

-


Pinned
Loading
  1. singa-appsinga-appPublic
    
SINGA App

    Kotlin
2

  2. singa-apisinga-apiPublic
    
Backend Application for SINGA App

    TypeScript
2

3

  3. singa-articlesinga-articlePublic
    
SINGA Website

    TypeScript
3

  4. singa-predict-apisinga-predict-apiPublic
    
Backend Application for SINGA App

    Python
3

  5. singa-mlsinga-mlPublic
    Jupyter Notebook
1

1


Repositories

Showing 6 of 6 repositories
Top languages
Loading…
Most used topics
Loading…

, '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
@Signa-Lingua

SINGA: Translating Silence, Transcending Barrier

README.md
SINGA: Translating Silence, Transcending Barriers
SINGA is a service that bridges communication between ordinary people and people with hearing impairments
We provide a mobile application that translates sign language into text and vice versa. With the primary goal to help people with hearing impairments to communicate with ordinary people. The application is equipped with a machine learning model that can recognize sign language gestures and translate them into text.
Meet the team!
Learning PathBangkit IDNameSocials
Mobile DevelopmentA420D4KY4440Muhammad RadifaGithubLinkedin
A420D4KY4439Noor Rizki RamadhanGithubLinkedin
Cloud ComputingC193D4KY0796Andrien WiandyanoGithubLinkedin
C112D4KY0165Daniel Reynard KurniawanGithubLinkedin
Machine LearningM009D4KY2003Ahmad AlwiGithubLinkedin
M248D4KY2232John Wilken Christopher NainggolanGithubLinkedin
M319D4KX3158Maria Anggraini NatioGithubLinkedin
Repositories
TypeRepositoryDescriptionDeployment
Clients
SINGA App

The primary mobile application offering a full suite of user features and interactions
TBA


SINGA Article

A comprehensive platform for public users and administrators to view, create, and manage articles

TBA

APIsSINGA API
The core API facilitating all client interactions and comprehensive article management

TBA


SINGA Predict API

A specialized API dedicated to handling interactions with the machine learning model

TBA

Machine Learning
SINGA ML

The repository where all machine learning training and testing activities are conducted

-


Pinned
Loading
  1. singa-appsinga-appPublic
    
SINGA App

    Kotlin
2

  2. singa-apisinga-apiPublic
    
Backend Application for SINGA App

    TypeScript
2

3

  3. singa-articlesinga-articlePublic
    
SINGA Website

    TypeScript
3

  4. singa-predict-apisinga-predict-apiPublic
    
Backend Application for SINGA App

    Python
3

  5. singa-mlsinga-mlPublic
    Jupyter Notebook
1

1


Repositories

Showing 6 of 6 repositories
Top languages
Loading…
Most used topics
Loading…

, '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
@Signa-Lingua

SINGA: Translating Silence, Transcending Barrier

README.md
SINGA: Translating Silence, Transcending Barriers
SINGA is a service that bridges communication between ordinary people and people with hearing impairments
We provide a mobile application that translates sign language into text and vice versa. With the primary goal to help people with hearing impairments to communicate with ordinary people. The application is equipped with a machine learning model that can recognize sign language gestures and translate them into text.
Meet the team!
Learning PathBangkit IDNameSocials
Mobile DevelopmentA420D4KY4440Muhammad RadifaGithubLinkedin
A420D4KY4439Noor Rizki RamadhanGithubLinkedin
Cloud ComputingC193D4KY0796Andrien WiandyanoGithubLinkedin
C112D4KY0165Daniel Reynard KurniawanGithubLinkedin
Machine LearningM009D4KY2003Ahmad AlwiGithubLinkedin
M248D4KY2232John Wilken Christopher NainggolanGithubLinkedin
M319D4KX3158Maria Anggraini NatioGithubLinkedin
Repositories
TypeRepositoryDescriptionDeployment
Clients
SINGA App

The primary mobile application offering a full suite of user features and interactions
TBA


SINGA Article

A comprehensive platform for public users and administrators to view, create, and manage articles

TBA

APIsSINGA API
The core API facilitating all client interactions and comprehensive article management

TBA


SINGA Predict API

A specialized API dedicated to handling interactions with the machine learning model

TBA

Machine Learning
SINGA ML

The repository where all machine learning training and testing activities are conducted

-


Pinned
Loading
  1. singa-appsinga-appPublic
    
SINGA App

    Kotlin
2

  2. singa-apisinga-apiPublic
    
Backend Application for SINGA App

    TypeScript
2

3

  3. singa-articlesinga-articlePublic
    
SINGA Website

    TypeScript
3

  4. singa-predict-apisinga-predict-apiPublic
    
Backend Application for SINGA App

    Python
3

  5. singa-mlsinga-mlPublic
    Jupyter Notebook
1

1


Repositories

Showing 6 of 6 repositories
Top languages
Loading…
Most used topics
Loading…

, '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
@Signa-Lingua

SINGA: Translating Silence, Transcending Barrier

README.md
SINGA: Translating Silence, Transcending Barriers
SINGA is a service that bridges communication between ordinary people and people with hearing impairments
We provide a mobile application that translates sign language into text and vice versa. With the primary goal to help people with hearing impairments to communicate with ordinary people. The application is equipped with a machine learning model that can recognize sign language gestures and translate them into text.
Meet the team!
Learning PathBangkit IDNameSocials
Mobile DevelopmentA420D4KY4440Muhammad RadifaGithubLinkedin
A420D4KY4439Noor Rizki RamadhanGithubLinkedin
Cloud ComputingC193D4KY0796Andrien WiandyanoGithubLinkedin
C112D4KY0165Daniel Reynard KurniawanGithubLinkedin
Machine LearningM009D4KY2003Ahmad AlwiGithubLinkedin
M248D4KY2232John Wilken Christopher NainggolanGithubLinkedin
M319D4KX3158Maria Anggraini NatioGithubLinkedin
Repositories
TypeRepositoryDescriptionDeployment
Clients
SINGA App

The primary mobile application offering a full suite of user features and interactions
TBA


SINGA Article

A comprehensive platform for public users and administrators to view, create, and manage articles

TBA

APIsSINGA API
The core API facilitating all client interactions and comprehensive article management

TBA


SINGA Predict API

A specialized API dedicated to handling interactions with the machine learning model

TBA

Machine Learning
SINGA ML

The repository where all machine learning training and testing activities are conducted

-


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  1. singa-appsinga-appPublic
    
SINGA App

    Kotlin
2

  2. singa-apisinga-apiPublic
    
Backend Application for SINGA App

    TypeScript
2

3

  3. singa-articlesinga-articlePublic
    
SINGA Website

    TypeScript
3

  4. singa-predict-apisinga-predict-apiPublic
    
Backend Application for SINGA App

    Python
3

  5. singa-mlsinga-mlPublic
    Jupyter Notebook
1

1


Repositories

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