https://github.com/dibyadyutidas/custom-handwriting
This project takes input text and converts it into a user’s personalized handwriting style.
https://github.com/dibyadyutidas/custom-handwriting
github-pages ml mongodb website
Last synced: 12 months ago
JSON representation
This project takes input text and converts it into a user’s personalized handwriting style.
- Host: GitHub
- URL: https://github.com/dibyadyutidas/custom-handwriting
- Owner: DibyadyutiDas
- License: mit
- Created: 2025-01-28T14:49:16.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2025-07-06T03:23:20.000Z (12 months ago)
- Last Synced: 2025-07-06T04:26:40.692Z (12 months ago)
- Topics: github-pages, ml, mongodb, website
- Language: HTML
- Homepage: https://dibyadyutidas.github.io/custom-handwriting/
- Size: 37.1 KB
- Stars: 7
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Security: SECURITY.md
Awesome Lists containing this project
README
# Text-to-Handwriting Converter
## 🧠 Overview
Welcome to the **AI-powered Text-to-Handwriting Converter** – a project that transforms plain text into visually realistic, handwritten-style images.
The backend is powered by **Node.js**, and the AI handwriting generation leverages libraries like **TensorFlow.js** and **OpenCV**. This is a work-in-progress project with big plans for web and mobile platforms.
---
## 🔥 Project Status
- **Version**: `0.1 (Alpha)`
- **Release Date**: `January 2025`
- **Phase**: 🚧 *Early Development*
### ✅ Currently Implemented
- Basic text-to-handwriting conversion (alpha)
- Initial AI handwriting model
- Backend API for conversions
### 🛠️ In Progress
- Model refinement for accuracy and style
- Front-end interface (React/Web)
- Performance and scalability improvements
---
## 🌟 Features
- 🤖 **AI Handwriting Generator**: Transforms typed text into realistic handwriting
- ✍️ **Custom Handwriting Styles** (Coming soon)
- 🔌 **Simple REST API**: `POST /convert` to receive image output
- ⚙️ **Modular Codebase**: Easy to extend and integrate
---
## 🚀 Future Plans
### 🔜 Coming Soon
- 🌍 Web App: Browser-based real-time handwriting converter
- 🧬 Custom Styles: Upload your own handwriting for personalization
- 📱 Mobile Apps: Android & iOS support
- 🧠 AI Enhancements: Higher accuracy, more language support
### 🗂️ Milestones
| Version | Target Features |
|----------|------------------------------------------------------|
| `0.1` | website deployment with out backend |
| `1.0` | Initial backend + AI model (alpha) |
| `1.1` | Beta UI + improved AI handwriting styles |
| `2.0+` | Handwriting training + mobile + PDF/image export |
---
## 🛠️ Getting Started Locally
To run the app locally:
```bash
git clone https://github.com/DibyadyutiDas/custom-handwriting-converter.git
cd custom-handwriting-converter
npm install
npm start
```
---
## 📚 Documentation & Contribution
Want to contribute? Check out the [Contribution Guidelines](CONTRIBUTING.md).