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Add comprehensive README.md and MIT License
- Corporate-standard README with animated icons, badges, and tables - Full documentation: features, tech stack, quick start, parameters - Educational section explaining diffusion model concepts - MIT License Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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‎LICENSE‎

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MIT License
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Copyright (c) 2025 romizone
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Permission is hereby granted, free of charge, to any person obtaining a copy
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of this software and associated documentation files (the "Software"), to deal
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in the Software without restriction, including without limitation the rights
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to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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copies of the Software, and to permit persons to whom the Software is
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furnished to do so, subject to the following conditions:
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The above copyright notice and this permission notice shall be included in all
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copies or substantial portions of the Software.
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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SOFTWARE.

‎README.md‎

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<div align="center">
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# <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Animals/Panda.png" width="42" /> AI Image Diffusion Simulator
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### Visualize How AI Generates Images From Pure Noise
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[![Live Demo](https://img.shields.io/badge/LIVE_DEMO-diffussion.vercel.app-6366f1?style=for-the-badge&logo=vercel&logoColor=white)](https://diffussion.vercel.app)
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[![GitHub](https://img.shields.io/badge/GitHub-Repository-181717?style=for-the-badge&logo=github&logoColor=white)](https://github.com/romizone/diffusion-simulator)
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[![Release](https://img.shields.io/github/v/release/romizone/diffusion-simulator?style=for-the-badge&color=34d399&logo=semanticrelease)](https://github.com/romizone/diffusion-simulator/releases)
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[![HTML5](https://img.shields.io/badge/HTML5-E34F26?style=flat-square&logo=html5&logoColor=white)](#)
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[![CSS3](https://img.shields.io/badge/CSS3-1572B6?style=flat-square&logo=css3&logoColor=white)](#)
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[![JavaScript](https://img.shields.io/badge/JavaScript-F7DF1E?style=flat-square&logo=javascript&logoColor=black)](#)
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[![Canvas API](https://img.shields.io/badge/Canvas_API-FF6384?style=flat-square&logo=html5&logoColor=white)](#)
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[![Vercel](https://img.shields.io/badge/Deployed_on-Vercel-000000?style=flat-square&logo=vercel&logoColor=white)](#)
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[![License](https://img.shields.io/badge/License-MIT-blue?style=flat-square)](#-license)
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<br/>
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<img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Animals/Cat%20Face.png" width="28" />
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<img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Animals/Dog%20Face.png" width="28" />
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<img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Animals/Rabbit%20Face.png" width="28" />
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<img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Animals/Panda.png" width="28" />
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<img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Animals/Fox.png" width="28" />
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<img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Animals/Penguin.png" width="28" />
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<img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Animals/Hamster.png" width="28" />
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<img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Animals/Owl.png" width="28" />
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<img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Animals/Koala.png" width="28" />
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<img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Animals/Duck.png" width="28" />
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**An interactive, browser-based educational tool that simulates how diffusion models (like Stable Diffusion, DALL-E, and Midjourney) generate images step by step — from random Gaussian noise to a clear picture.**
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[Live Demo](https://diffussion.vercel.app) &bull; [Report Bug](https://github.com/romizone/diffusion-simulator/issues) &bull; [Request Feature](https://github.com/romizone/diffusion-simulator/issues)
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</div>
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---
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## <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Objects/Movie%20Camera.png" width="25" /> Overview
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**AI Image Diffusion Simulator** provides a real-time, visual demonstration of the denoising diffusion process used in modern AI image generation. Users select from **10 adorable animal characters** and watch as the simulator transforms pure noise into a recognizable image — one step at a time.
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> **Why does this matter?** Diffusion models are the backbone of cutting-edge AI image generators. Understanding how they work is crucial for developers, researchers, students, and anyone curious about AI creativity.
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---
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## <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Travel%20and%20places/Glowing%20Star.png" width="25" /> Key Features
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| Feature | Description |
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|---|---|
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| <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Animals/Paw%20Prints.png" width="18" /> **10 Animal Selections** | Choose from Cat, Dog, Bunny, Panda, Fox, Penguin, Hamster, Owl, Koala, and Duck |
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| <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Objects/Control%20Knobs.png" width="18" /> **Full Diffusion Controls** | Adjust noise level, diffusion steps (10-100), and guidance scale (CFG 1-20) |
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| <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Travel%20and%20places/High%20Voltage.png" width="18" /> **Speed Control** | Slow, Normal, and Fast animation modes |
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| <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Objects/Film%20Frames.png" width="18" /> **Step Timeline** | Visual snapshot timeline showing the denoising progression |
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| <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Symbols/Counterclockwise%20Arrows%20Button.png" width="18" /> **Reverse Diffusion** | Add noise back to see the forward diffusion process |
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| <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Objects/Artist%20Palette.png" width="18" /> **Canvas Rendering** | Real-time pixel manipulation using the HTML5 Canvas API |
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| <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Travel%20and%20places/Milky%20Way.png" width="18" /> **Dark Theme UI** | Sleek, modern dark interface with animated aurora background |
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| <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Objects/Mobile%20Phone.png" width="18" /> **Responsive Design** | Works on desktop, tablet, and mobile devices |
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| <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Objects/Package.png" width="18" /> **Zero Dependencies** | Pure HTML/CSS/JavaScript — no build tools or frameworks required |
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| <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Objects/Books.png" width="18" /> **Educational Cards** | Learn about Forward/Reverse Diffusion, CFG, and U-Net Architecture |
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---
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## <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Objects/Gear.png" width="25" /> How It Works
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The simulator demonstrates the **Denoising Diffusion Probabilistic Model (DDPM)** process:
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```
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FORWARD DIFFUSION (Training) REVERSE DIFFUSION (Generation)
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───────────────────────────── ────────────────────────────────
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Clean Image ──────> Pure Noise Pure Noise ──────> Clean Image
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x_0 + noise x_T x_T - noise x_0
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Step 0 ─> Step 1 ─> ... ─> Step T Step T ─> Step T-1 ─> ... ─> Step 0
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```
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### <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Symbols/Keycap%20Digit%20One.png" width="20" /> Select an Animal
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Pick one of the 10 cute animal characters as the generation target.
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### <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Symbols/Keycap%20Digit%20Two.png" width="20" /> Configure Parameters
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Set the number of denoising steps, guidance scale, and animation speed.
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### <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Symbols/Keycap%20Digit%20Three.png" width="20" /> Generate
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Watch in real-time as noise is progressively removed to reveal the image.
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### <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Symbols/Keycap%20Digit%20Four.png" width="20" /> Explore
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Use the noise slider manually, try different CFG values, or reverse the process.
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---
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## <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Objects/Wrench.png" width="25" /> Tech Stack
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<div align="center">
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| Technology | Purpose |
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|:---:|:---:|
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| ![HTML5](https://img.shields.io/badge/HTML5-E34F26?style=for-the-badge&logo=html5&logoColor=white) | Page structure & Canvas element |
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| ![CSS3](https://img.shields.io/badge/CSS3-1572B6?style=for-the-badge&logo=css3&logoColor=white) | Dark theme, animations & responsive layout |
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| ![JavaScript](https://img.shields.io/badge/JavaScript-F7DF1E?style=for-the-badge&logo=javascript&logoColor=black) | Canvas rendering, diffusion simulation & UI logic |
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| ![Google Fonts](https://img.shields.io/badge/Google_Fonts-4285F4?style=for-the-badge&logo=googlefonts&logoColor=white) | Inter & Space Grotesk typography |
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| ![Vercel](https://img.shields.io/badge/Vercel-000000?style=for-the-badge&logo=vercel&logoColor=white) | Production deployment & CDN |
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</div>
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---
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## <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Objects/Rocket.png" width="25" /> Quick Start
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### Prerequisites
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- Any modern web browser (Chrome, Firefox, Safari, Edge)
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- No Node.js, npm, or build tools required
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### Option 1: Open Directly
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```bash
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git clone https://github.com/romizone/diffusion-simulator.git
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cd diffusion-simulator
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open index.html
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```
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### Option 2: Local Server
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```bash
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git clone https://github.com/romizone/diffusion-simulator.git
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cd diffusion-simulator
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npx http-server . -p 8090
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# Open http://localhost:8090
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```
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### Option 3: Live Demo
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Visit **[https://diffussion.vercel.app](https://diffussion.vercel.app)** — no installation needed.
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---
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## <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Objects/File%20Folder.png" width="25" /> Project Structure
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```
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diffusion-simulator/
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├── index.html # Single-file application (HTML + CSS + JS)
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├── README.md # Documentation
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├── LICENSE # MIT License
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└── .claude/
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└── launch.json # Dev server configuration
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```
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---
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## <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Objects/Control%20Knobs.png" width="25" /> Configuration Parameters
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| Parameter | Range | Default | Description |
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|---|---|---|---|
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| **Noise Level** | 0% - 100% | 100% | Manual control of the noise/image blend ratio |
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| **Diffusion Steps** | 10 - 100 | 50 | Number of denoising iterations during generation |
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| **Guidance Scale (CFG)** | 1.0 - 20.0 | 7.5 | Controls prompt adherence vs. diversity trade-off |
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| **Speed** | Slow / Normal / Fast | Normal | Animation playback speed (120ms / 50ms / 15ms per step) |
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---
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## <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Animals/Paw%20Prints.png" width="25" /> Available Animals
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<div align="center">
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| # | Animal | Character | Description |
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|:---:|:---:|:---:|---|
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| 1 | <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Animals/Cat%20Face.png" width="32" /> | **Cat** | The Sweet One — orange tabby with whiskers |
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| 2 | <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Animals/Dog%20Face.png" width="32" /> | **Dog** | The Loyal One — friendly pup with floppy ears |
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| 3 | <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Animals/Rabbit%20Face.png" width="32" /> | **Bunny** | The Fluffy One — pink bunny with long ears |
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| 4 | <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Animals/Panda.png" width="32" /> | **Panda** | The Chubby One — classic black & white bear |
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| 5 | <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Animals/Fox.png" width="32" /> | **Fox** | The Clever One — red fox with bushy tail |
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| 6 | <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Animals/Penguin.png" width="32" /> | **Penguin** | The Adorable One — tuxedo penguin with rosy cheeks |
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| 7 | <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Animals/Hamster.png" width="32" /> | **Hamster** | The Tiny One — golden hamster with puffy cheeks |
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| 8 | <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Animals/Owl.png" width="32" /> | **Owl** | The Wise One — brown owl with large eyes |
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| 9 | <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Animals/Koala.png" width="32" /> | **Koala** | The Sleepy One — grey koala with fluffy ears |
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| 10 | <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Animals/Duck.png" width="32" /> | **Duck** | The Quacky One — green mallard with orange beak |
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</div>
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---
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## <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Objects/Graduation%20Cap.png" width="25" /> Educational Value
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This simulator teaches key concepts behind modern AI image generation:
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<table>
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<tr>
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<td width="50%">
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### <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Objects/Microscope.png" width="20" /> Forward Diffusion
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The training process where Gaussian noise is **gradually added** to clean images until they become indistinguishable from random noise. The model learns the noise distribution at each step.
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</td>
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<td width="50%">
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### <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Objects/Artist%20Palette.png" width="20" /> Reverse Diffusion
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The generation process where a neural network **predicts and removes noise** step by step, starting from pure Gaussian noise and ending with a coherent image.
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</td>
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</tr>
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<tr>
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<td>
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### <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Travel%20and%20places/High%20Voltage.png" width="20" /> Classifier-Free Guidance
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CFG scale controls the **trade-off between fidelity and diversity**. Higher values produce images that closely match the prompt but with less variation. Lower values allow more creative freedom.
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</td>
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<td>
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### <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Objects/Brain.png" width="20" /> U-Net Architecture
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The backbone neural network uses an **encoder-decoder structure with skip connections** to predict noise residuals at each timestep, enabling progressive denoising.
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</td>
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</tr>
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</table>
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---
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## <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Objects/Desktop%20Computer.png" width="25" /> Browser Compatibility
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<div align="center">
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| Browser | Version | Status |
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|:---:|:---:|:---:|
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| ![Chrome](https://img.shields.io/badge/Chrome-90+-4285F4?style=flat-square&logo=googlechrome&logoColor=white) | 90+ | Fully Supported |
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| ![Firefox](https://img.shields.io/badge/Firefox-88+-FF7139?style=flat-square&logo=firefox&logoColor=white) | 88+ | Fully Supported |
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| ![Safari](https://img.shields.io/badge/Safari-15+-000000?style=flat-square&logo=safari&logoColor=white) | 15+ | Fully Supported |
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| ![Edge](https://img.shields.io/badge/Edge-90+-0078D7?style=flat-square&logo=microsoftedge&logoColor=white) | 90+ | Fully Supported |
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</div>
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---
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## <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Objects/Memo.png" width="25" /> Changelog
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### v1.0.0 — Initial Release
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- 10 cute animal selections with canvas-based rendering
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- Complete diffusion simulation (forward + reverse)
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- Adjustable parameters: steps, CFG scale, speed
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- Denoising steps timeline with visual snapshots
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- Manual noise slider for exploration
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- Responsive dark theme with animated background
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- Educational info cards explaining diffusion concepts
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- Zero-dependency single-file deployment
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---
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## <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Hand%20gestures/Handshake.png" width="25" /> Contributing
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Contributions are welcome! Here's how to get started:
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1. **Fork** the repository
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2. **Create** a feature branch (`git checkout -b feature/amazing-feature`)
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3. **Commit** your changes (`git commit -m 'Add amazing feature'`)
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4. **Push** to the branch (`git push origin feature/amazing-feature`)
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5. **Open** a Pull Request
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Please read our contributing guidelines and ensure your code follows the existing style.
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---
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## <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Objects/Balance%20Scale.png" width="25" /> License
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This project is licensed under the **MIT License** — see the [LICENSE](LICENSE) file for details.
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```
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MIT License
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Copyright (c) 2025 romizone
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Permission is hereby granted, free of charge, to any person obtaining a copy
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of this software and associated documentation files (the "Software"), to deal
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in the Software without restriction, including without limitation the rights
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to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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copies of the Software, and to permit persons to whom the Software is
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furnished to do so, subject to the following conditions:
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The above copyright notice and this permission notice shall be included in all
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copies or substantial portions of the Software.
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```
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---
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## <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Hand%20gestures/Waving%20Hand.png" width="25" /> Acknowledgments
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- **[Denoising Diffusion Probabilistic Models](https://arxiv.org/abs/2006.11239)** — Ho et al. 2020, the foundational paper
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- **[Animated Fluent Emojis](https://github.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis)** — Animated emoji assets
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- **[Google Fonts](https://fonts.google.com/)** — Inter & Space Grotesk typefaces
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- **[Shields.io](https://shields.io/)** — Badge generation
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---
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<div align="center">
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**<img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Travel%20and%20places/Star.png" width="18" /> Star this repo if you found it useful! <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Travel%20and%20places/Star.png" width="18" />**
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Built with <img src="https://raw.githubusercontent.com/Tarikul-Islam-Anik/Animated-Fluent-Emojis/master/Emojis/Smilies/Sparkling%20Heart.png" width="18" /> by [romizone](https://github.com/romizone)
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