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Prasham2181/README.md

👋 Hi, I'm Prasham Soni

LinkedInTwitterPortfolioGitHub

"Complexity is inversely proportional to curiosity" - Prasham Soni

👨‍💻 About Me

I'm a passionate Computer Vision and Deep Learning enthusiast with a strong foundation in Python and various ML frameworks. I love exploring innovative technologies in robotics and computer vision that have the potential to shape mankind's future. Currently, I'm working on projects involving camera calibration, object detection, and image processing.

🛠️ Technologies & Tools

PythonOpenCVTensorFlowPyTorchGitNumPyScikit LearnMySQLQt

📊 GitHub Contributions

Contribution Details

Top LanguagesMost Used Languages

🏆 Featured Projects

Camera Calibration using Zhang's Method

A Python implementation of Zhang's camera calibration technique using OpenCV, featuring checkerboard detection and parameter optimization.

MyAutoPano - Panorama Image Stitching

Panorama stitching using traditional methods combined with deep learning techniques.

DeepMelody

Generates personalized music recommendations by analyzing the prominence of instruments in audio tracks through machine learning.

Warehouse Management System

A comprehensive warehouse management solution built with Python and Qt, featuring inventory tracking, order management, and real-time stock updates with MySQL integration.

🎯 Current Focus

  • Advanced Computer Vision Applications
  • Robotics & Deep Learning
  • Camera Calibration Techniques
  • Stereo Vision & 3D Reconstruction
  • Exploring Robotics: Kinematics, Dynamics, and Physics

📫 How to Reach Me

Profile views

Pinned Loading

  1. Alohomora-Probability-based-Edge-DetectionAlohomora-Probability-based-Edge-DetectionPublic

    This repository contains an implementation of an edge detection algorithm that identifies texture, color, and intensity discontinuities across multiple scales. Essentially, it is a simplified versi…

    Python 1

  2. ClassicalSfM-Pipeline-3D-Reconstruction-from-2D-ImagesClassicalSfM-Pipeline-3D-Reconstruction-from-2D-ImagesPublic

    A classical SfM pipeline for 3D scene reconstruction from 2D image sequences. It integrates feature detection, matching, motion recovery, essential matrix computation, triangulation, and bundle adj…

    Python 3

  3. DeepMelody-Instrument-Based-Music-RecommendationDeepMelody-Instrument-Based-Music-RecommendationPublic

    DeepMelody is a project that focuses on generating personalized music recommendations by analyzing the prominence of individual instruments in audio tracks. Using machine learning techniques, the p…

    Jupyter Notebook 1

  4. Warehouse-Management-SystemWarehouse-Management-SystemPublic

    WareHouse management system Team CONSOLE

    C++ 1

  5. AutoCalib-Camera-CalibrationAutoCalib-Camera-CalibrationPublic

    AutoCalib-Camera Calibration implements Zhengyou Zhang’s seminal method from scratch. It computes homographies via DLT, extracts initial parameters using SVD, and refines them with MLE to accuratel…

    Python 1

, '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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 · 46
following

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Achievement: Quickdraw
Achievements
Achievement: Quickdraw

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Prasham2181/README.md
👋 Hi, I'm Prasham Soni
LinkedInTwitterPortfolioGitHub
"Complexity is inversely proportional to curiosity" - Prasham Soni
👨‍💻 About Me
I'm a passionate Computer Vision and Deep Learning enthusiast with a strong foundation in Python and various ML frameworks. I love exploring innovative technologies in robotics and computer vision that have the potential to shape mankind's future. Currently, I'm working on projects involving camera calibration, object detection, and image processing.
🛠️ Technologies & Tools
PythonOpenCVTensorFlowPyTorchGitNumPyScikit LearnMySQLQt
📊 GitHub Contributions
Contribution Details
Top LanguagesMost Used Languages
🏆 Featured Projects
Camera Calibration using Zhang's Method
A Python implementation of Zhang's camera calibration technique using OpenCV, featuring checkerboard detection and parameter optimization.
MyAutoPano - Panorama Image Stitching
Panorama stitching using traditional methods combined with deep learning techniques.
DeepMelody
Generates personalized music recommendations by analyzing the prominence of instruments in audio tracks through machine learning.
Warehouse Management System
A comprehensive warehouse management solution built with Python and Qt, featuring inventory tracking, order management, and real-time stock updates with MySQL integration.
🎯 Current Focus
  • Advanced Computer Vision Applications
  • Robotics & Deep Learning
  • Camera Calibration Techniques
  • Stereo Vision & 3D Reconstruction
  • Exploring Robotics: Kinematics, Dynamics, and Physics
📫 How to Reach Me
Profile views

Pinned
Loading
  1. Alohomora-Probability-based-Edge-DetectionAlohomora-Probability-based-Edge-DetectionPublic
    
This repository contains an implementation of an edge detection algorithm that identifies texture, color, and intensity discontinuities across multiple scales. Essentially, it is a simplified versi…

    Python
1

  2. ClassicalSfM-Pipeline-3D-Reconstruction-from-2D-ImagesClassicalSfM-Pipeline-3D-Reconstruction-from-2D-ImagesPublic
    
A classical SfM pipeline for 3D scene reconstruction from 2D image sequences. It integrates feature detection, matching, motion recovery, essential matrix computation, triangulation, and bundle adj…

    Python
3

  3. DeepMelody-Instrument-Based-Music-RecommendationDeepMelody-Instrument-Based-Music-RecommendationPublic
    
DeepMelody is a project that focuses on generating personalized music recommendations by analyzing the prominence of individual instruments in audio tracks. Using machine learning techniques, the p…

    Jupyter Notebook
1

  4. Warehouse-Management-SystemWarehouse-Management-SystemPublic
    
WareHouse management system Team CONSOLE

    C++
1

  5. AutoCalib-Camera-CalibrationAutoCalib-Camera-CalibrationPublic
    
AutoCalib-Camera Calibration implements Zhengyou Zhang’s seminal method from scratch. It computes homographies via DLT, extracts initial parameters using SVD, and refines them with MLE to accuratel…

    Python
1


, '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
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11
followers
 · 46
following

Achievements
Achievement: Quickdraw
Achievements
Achievement: Quickdraw

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Prasham2181/README.md
👋 Hi, I'm Prasham Soni
LinkedInTwitterPortfolioGitHub
"Complexity is inversely proportional to curiosity" - Prasham Soni
👨‍💻 About Me
I'm a passionate Computer Vision and Deep Learning enthusiast with a strong foundation in Python and various ML frameworks. I love exploring innovative technologies in robotics and computer vision that have the potential to shape mankind's future. Currently, I'm working on projects involving camera calibration, object detection, and image processing.
🛠️ Technologies & Tools
PythonOpenCVTensorFlowPyTorchGitNumPyScikit LearnMySQLQt
📊 GitHub Contributions
Contribution Details
Top LanguagesMost Used Languages
🏆 Featured Projects
Camera Calibration using Zhang's Method
A Python implementation of Zhang's camera calibration technique using OpenCV, featuring checkerboard detection and parameter optimization.
MyAutoPano - Panorama Image Stitching
Panorama stitching using traditional methods combined with deep learning techniques.
DeepMelody
Generates personalized music recommendations by analyzing the prominence of instruments in audio tracks through machine learning.
Warehouse Management System
A comprehensive warehouse management solution built with Python and Qt, featuring inventory tracking, order management, and real-time stock updates with MySQL integration.
🎯 Current Focus
  • Advanced Computer Vision Applications
  • Robotics & Deep Learning
  • Camera Calibration Techniques
  • Stereo Vision & 3D Reconstruction
  • Exploring Robotics: Kinematics, Dynamics, and Physics
📫 How to Reach Me
Profile views

Pinned
Loading
  1. Alohomora-Probability-based-Edge-DetectionAlohomora-Probability-based-Edge-DetectionPublic
    
This repository contains an implementation of an edge detection algorithm that identifies texture, color, and intensity discontinuities across multiple scales. Essentially, it is a simplified versi…

    Python
1

  2. ClassicalSfM-Pipeline-3D-Reconstruction-from-2D-ImagesClassicalSfM-Pipeline-3D-Reconstruction-from-2D-ImagesPublic
    
A classical SfM pipeline for 3D scene reconstruction from 2D image sequences. It integrates feature detection, matching, motion recovery, essential matrix computation, triangulation, and bundle adj…

    Python
3

  3. DeepMelody-Instrument-Based-Music-RecommendationDeepMelody-Instrument-Based-Music-RecommendationPublic
    
DeepMelody is a project that focuses on generating personalized music recommendations by analyzing the prominence of individual instruments in audio tracks. Using machine learning techniques, the p…

    Jupyter Notebook
1

  4. Warehouse-Management-SystemWarehouse-Management-SystemPublic
    
WareHouse management system Team CONSOLE

    C++
1

  5. AutoCalib-Camera-CalibrationAutoCalib-Camera-CalibrationPublic
    
AutoCalib-Camera Calibration implements Zhengyou Zhang’s seminal method from scratch. It computes homographies via DLT, extracts initial parameters using SVD, and refines them with MLE to accuratel…

    Python
1


, '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
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Focusing
11
followers
 · 46
following

Achievements
Achievement: Quickdraw
Achievements
Achievement: Quickdraw

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Prasham2181/README.md
👋 Hi, I'm Prasham Soni
LinkedInTwitterPortfolioGitHub
"Complexity is inversely proportional to curiosity" - Prasham Soni
👨‍💻 About Me
I'm a passionate Computer Vision and Deep Learning enthusiast with a strong foundation in Python and various ML frameworks. I love exploring innovative technologies in robotics and computer vision that have the potential to shape mankind's future. Currently, I'm working on projects involving camera calibration, object detection, and image processing.
🛠️ Technologies & Tools
PythonOpenCVTensorFlowPyTorchGitNumPyScikit LearnMySQLQt
📊 GitHub Contributions
Contribution Details
Top LanguagesMost Used Languages
🏆 Featured Projects
Camera Calibration using Zhang's Method
A Python implementation of Zhang's camera calibration technique using OpenCV, featuring checkerboard detection and parameter optimization.
MyAutoPano - Panorama Image Stitching
Panorama stitching using traditional methods combined with deep learning techniques.
DeepMelody
Generates personalized music recommendations by analyzing the prominence of instruments in audio tracks through machine learning.
Warehouse Management System
A comprehensive warehouse management solution built with Python and Qt, featuring inventory tracking, order management, and real-time stock updates with MySQL integration.
🎯 Current Focus
  • Advanced Computer Vision Applications
  • Robotics & Deep Learning
  • Camera Calibration Techniques
  • Stereo Vision & 3D Reconstruction
  • Exploring Robotics: Kinematics, Dynamics, and Physics
📫 How to Reach Me
Profile views

Pinned
Loading
  1. Alohomora-Probability-based-Edge-DetectionAlohomora-Probability-based-Edge-DetectionPublic
    
This repository contains an implementation of an edge detection algorithm that identifies texture, color, and intensity discontinuities across multiple scales. Essentially, it is a simplified versi…

    Python
1

  2. ClassicalSfM-Pipeline-3D-Reconstruction-from-2D-ImagesClassicalSfM-Pipeline-3D-Reconstruction-from-2D-ImagesPublic
    
A classical SfM pipeline for 3D scene reconstruction from 2D image sequences. It integrates feature detection, matching, motion recovery, essential matrix computation, triangulation, and bundle adj…

    Python
3

  3. DeepMelody-Instrument-Based-Music-RecommendationDeepMelody-Instrument-Based-Music-RecommendationPublic
    
DeepMelody is a project that focuses on generating personalized music recommendations by analyzing the prominence of individual instruments in audio tracks. Using machine learning techniques, the p…

    Jupyter Notebook
1

  4. Warehouse-Management-SystemWarehouse-Management-SystemPublic
    
WareHouse management system Team CONSOLE

    C++
1

  5. AutoCalib-Camera-CalibrationAutoCalib-Camera-CalibrationPublic
    
AutoCalib-Camera Calibration implements Zhengyou Zhang’s seminal method from scratch. It computes homographies via DLT, extracts initial parameters using SVD, and refines them with MLE to accuratel…

    Python
1


, '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
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11
followers
 · 46
following

Achievements
Achievement: Quickdraw
Achievements
Achievement: Quickdraw

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Prasham2181/README.md
👋 Hi, I'm Prasham Soni
LinkedInTwitterPortfolioGitHub
"Complexity is inversely proportional to curiosity" - Prasham Soni
👨‍💻 About Me
I'm a passionate Computer Vision and Deep Learning enthusiast with a strong foundation in Python and various ML frameworks. I love exploring innovative technologies in robotics and computer vision that have the potential to shape mankind's future. Currently, I'm working on projects involving camera calibration, object detection, and image processing.
🛠️ Technologies & Tools
PythonOpenCVTensorFlowPyTorchGitNumPyScikit LearnMySQLQt
📊 GitHub Contributions
Contribution Details
Top LanguagesMost Used Languages
🏆 Featured Projects
Camera Calibration using Zhang's Method
A Python implementation of Zhang's camera calibration technique using OpenCV, featuring checkerboard detection and parameter optimization.
MyAutoPano - Panorama Image Stitching
Panorama stitching using traditional methods combined with deep learning techniques.
DeepMelody
Generates personalized music recommendations by analyzing the prominence of instruments in audio tracks through machine learning.
Warehouse Management System
A comprehensive warehouse management solution built with Python and Qt, featuring inventory tracking, order management, and real-time stock updates with MySQL integration.
🎯 Current Focus
  • Advanced Computer Vision Applications
  • Robotics & Deep Learning
  • Camera Calibration Techniques
  • Stereo Vision & 3D Reconstruction
  • Exploring Robotics: Kinematics, Dynamics, and Physics
📫 How to Reach Me
Profile views

Pinned
Loading
  1. Alohomora-Probability-based-Edge-DetectionAlohomora-Probability-based-Edge-DetectionPublic
    
This repository contains an implementation of an edge detection algorithm that identifies texture, color, and intensity discontinuities across multiple scales. Essentially, it is a simplified versi…

    Python
1

  2. ClassicalSfM-Pipeline-3D-Reconstruction-from-2D-ImagesClassicalSfM-Pipeline-3D-Reconstruction-from-2D-ImagesPublic
    
A classical SfM pipeline for 3D scene reconstruction from 2D image sequences. It integrates feature detection, matching, motion recovery, essential matrix computation, triangulation, and bundle adj…

    Python
3

  3. DeepMelody-Instrument-Based-Music-RecommendationDeepMelody-Instrument-Based-Music-RecommendationPublic
    
DeepMelody is a project that focuses on generating personalized music recommendations by analyzing the prominence of individual instruments in audio tracks. Using machine learning techniques, the p…

    Jupyter Notebook
1

  4. Warehouse-Management-SystemWarehouse-Management-SystemPublic
    
WareHouse management system Team CONSOLE

    C++
1

  5. AutoCalib-Camera-CalibrationAutoCalib-Camera-CalibrationPublic
    
AutoCalib-Camera Calibration implements Zhengyou Zhang’s seminal method from scratch. It computes homographies via DLT, extracts initial parameters using SVD, and refines them with MLE to accuratel…

    Python
1


, '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
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Focusing
🎃
Focusing
11
followers
 · 46
following

Achievements
Achievement: Quickdraw
Achievements
Achievement: Quickdraw

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Prasham2181/README.md
👋 Hi, I'm Prasham Soni
LinkedInTwitterPortfolioGitHub
"Complexity is inversely proportional to curiosity" - Prasham Soni
👨‍💻 About Me
I'm a passionate Computer Vision and Deep Learning enthusiast with a strong foundation in Python and various ML frameworks. I love exploring innovative technologies in robotics and computer vision that have the potential to shape mankind's future. Currently, I'm working on projects involving camera calibration, object detection, and image processing.
🛠️ Technologies & Tools
PythonOpenCVTensorFlowPyTorchGitNumPyScikit LearnMySQLQt
📊 GitHub Contributions
Contribution Details
Top LanguagesMost Used Languages
🏆 Featured Projects
Camera Calibration using Zhang's Method
A Python implementation of Zhang's camera calibration technique using OpenCV, featuring checkerboard detection and parameter optimization.
MyAutoPano - Panorama Image Stitching
Panorama stitching using traditional methods combined with deep learning techniques.
DeepMelody
Generates personalized music recommendations by analyzing the prominence of instruments in audio tracks through machine learning.
Warehouse Management System
A comprehensive warehouse management solution built with Python and Qt, featuring inventory tracking, order management, and real-time stock updates with MySQL integration.
🎯 Current Focus
  • Advanced Computer Vision Applications
  • Robotics & Deep Learning
  • Camera Calibration Techniques
  • Stereo Vision & 3D Reconstruction
  • Exploring Robotics: Kinematics, Dynamics, and Physics
📫 How to Reach Me
Profile views

Pinned
Loading
  1. Alohomora-Probability-based-Edge-DetectionAlohomora-Probability-based-Edge-DetectionPublic
    
This repository contains an implementation of an edge detection algorithm that identifies texture, color, and intensity discontinuities across multiple scales. Essentially, it is a simplified versi…

    Python
1

  2. ClassicalSfM-Pipeline-3D-Reconstruction-from-2D-ImagesClassicalSfM-Pipeline-3D-Reconstruction-from-2D-ImagesPublic
    
A classical SfM pipeline for 3D scene reconstruction from 2D image sequences. It integrates feature detection, matching, motion recovery, essential matrix computation, triangulation, and bundle adj…

    Python
3

  3. DeepMelody-Instrument-Based-Music-RecommendationDeepMelody-Instrument-Based-Music-RecommendationPublic
    
DeepMelody is a project that focuses on generating personalized music recommendations by analyzing the prominence of individual instruments in audio tracks. Using machine learning techniques, the p…

    Jupyter Notebook
1

  4. Warehouse-Management-SystemWarehouse-Management-SystemPublic
    
WareHouse management system Team CONSOLE

    C++
1

  5. AutoCalib-Camera-CalibrationAutoCalib-Camera-CalibrationPublic
    
AutoCalib-Camera Calibration implements Zhengyou Zhang’s seminal method from scratch. It computes homographies via DLT, extracts initial parameters using SVD, and refines them with MLE to accuratel…

    Python
1


, '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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Prasham2181/README.md
👋 Hi, I'm Prasham Soni
LinkedInTwitterPortfolioGitHub
"Complexity is inversely proportional to curiosity" - Prasham Soni
👨‍💻 About Me
I'm a passionate Computer Vision and Deep Learning enthusiast with a strong foundation in Python and various ML frameworks. I love exploring innovative technologies in robotics and computer vision that have the potential to shape mankind's future. Currently, I'm working on projects involving camera calibration, object detection, and image processing.
🛠️ Technologies & Tools
PythonOpenCVTensorFlowPyTorchGitNumPyScikit LearnMySQLQt
📊 GitHub Contributions
Contribution Details
Top LanguagesMost Used Languages
🏆 Featured Projects
Camera Calibration using Zhang's Method
A Python implementation of Zhang's camera calibration technique using OpenCV, featuring checkerboard detection and parameter optimization.
MyAutoPano - Panorama Image Stitching
Panorama stitching using traditional methods combined with deep learning techniques.
DeepMelody
Generates personalized music recommendations by analyzing the prominence of instruments in audio tracks through machine learning.
Warehouse Management System
A comprehensive warehouse management solution built with Python and Qt, featuring inventory tracking, order management, and real-time stock updates with MySQL integration.
🎯 Current Focus
  • Advanced Computer Vision Applications
  • Robotics & Deep Learning
  • Camera Calibration Techniques
  • Stereo Vision & 3D Reconstruction
  • Exploring Robotics: Kinematics, Dynamics, and Physics
📫 How to Reach Me
Profile views

Pinned
Loading
  1. Alohomora-Probability-based-Edge-DetectionAlohomora-Probability-based-Edge-DetectionPublic
    
This repository contains an implementation of an edge detection algorithm that identifies texture, color, and intensity discontinuities across multiple scales. Essentially, it is a simplified versi…

    Python
1

  2. ClassicalSfM-Pipeline-3D-Reconstruction-from-2D-ImagesClassicalSfM-Pipeline-3D-Reconstruction-from-2D-ImagesPublic
    
A classical SfM pipeline for 3D scene reconstruction from 2D image sequences. It integrates feature detection, matching, motion recovery, essential matrix computation, triangulation, and bundle adj…

    Python
3

  3. DeepMelody-Instrument-Based-Music-RecommendationDeepMelody-Instrument-Based-Music-RecommendationPublic
    
DeepMelody is a project that focuses on generating personalized music recommendations by analyzing the prominence of individual instruments in audio tracks. Using machine learning techniques, the p…

    Jupyter Notebook
1

  4. Warehouse-Management-SystemWarehouse-Management-SystemPublic
    
WareHouse management system Team CONSOLE

    C++
1

  5. AutoCalib-Camera-CalibrationAutoCalib-Camera-CalibrationPublic
    
AutoCalib-Camera Calibration implements Zhengyou Zhang’s seminal method from scratch. It computes homographies via DLT, extracts initial parameters using SVD, and refines them with MLE to accuratel…

    Python
1


, '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
View Prasham2181's full-sized avatar
🎃
Focusing
🎃
Focusing
11
followers
 · 46
following

Achievements
Achievement: Quickdraw
Achievements
Achievement: Quickdraw

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Prasham2181/README.md
👋 Hi, I'm Prasham Soni
LinkedInTwitterPortfolioGitHub
"Complexity is inversely proportional to curiosity" - Prasham Soni
👨‍💻 About Me
I'm a passionate Computer Vision and Deep Learning enthusiast with a strong foundation in Python and various ML frameworks. I love exploring innovative technologies in robotics and computer vision that have the potential to shape mankind's future. Currently, I'm working on projects involving camera calibration, object detection, and image processing.
🛠️ Technologies & Tools
PythonOpenCVTensorFlowPyTorchGitNumPyScikit LearnMySQLQt
📊 GitHub Contributions
Contribution Details
Top LanguagesMost Used Languages
🏆 Featured Projects
Camera Calibration using Zhang's Method
A Python implementation of Zhang's camera calibration technique using OpenCV, featuring checkerboard detection and parameter optimization.
MyAutoPano - Panorama Image Stitching
Panorama stitching using traditional methods combined with deep learning techniques.
DeepMelody
Generates personalized music recommendations by analyzing the prominence of instruments in audio tracks through machine learning.
Warehouse Management System
A comprehensive warehouse management solution built with Python and Qt, featuring inventory tracking, order management, and real-time stock updates with MySQL integration.
🎯 Current Focus
  • Advanced Computer Vision Applications
  • Robotics & Deep Learning
  • Camera Calibration Techniques
  • Stereo Vision & 3D Reconstruction
  • Exploring Robotics: Kinematics, Dynamics, and Physics
📫 How to Reach Me
Profile views

Pinned
Loading
  1. Alohomora-Probability-based-Edge-DetectionAlohomora-Probability-based-Edge-DetectionPublic
    
This repository contains an implementation of an edge detection algorithm that identifies texture, color, and intensity discontinuities across multiple scales. Essentially, it is a simplified versi…

    Python
1

  2. ClassicalSfM-Pipeline-3D-Reconstruction-from-2D-ImagesClassicalSfM-Pipeline-3D-Reconstruction-from-2D-ImagesPublic
    
A classical SfM pipeline for 3D scene reconstruction from 2D image sequences. It integrates feature detection, matching, motion recovery, essential matrix computation, triangulation, and bundle adj…

    Python
3

  3. DeepMelody-Instrument-Based-Music-RecommendationDeepMelody-Instrument-Based-Music-RecommendationPublic
    
DeepMelody is a project that focuses on generating personalized music recommendations by analyzing the prominence of individual instruments in audio tracks. Using machine learning techniques, the p…

    Jupyter Notebook
1

  4. Warehouse-Management-SystemWarehouse-Management-SystemPublic
    
WareHouse management system Team CONSOLE

    C++
1

  5. AutoCalib-Camera-CalibrationAutoCalib-Camera-CalibrationPublic
    
AutoCalib-Camera Calibration implements Zhengyou Zhang’s seminal method from scratch. It computes homographies via DLT, extracts initial parameters using SVD, and refines them with MLE to accuratel…

    Python
1