Drawing App with Real-Time AI Rendering

Description

Create stunning images by sketching on the canvas, and our AI-powered diffusion model will transform your draft into a polished masterpiece. This app leverages the power of Stable Diffusion SDXL for real-time rendering.

Features

• Interactive Drawing Canvas: Draw your draft directly on the canvas.
• Real-Time AI Rendering: The diffusion model processes your sketch in real-time, generating a refined image.
• User-Friendly Interface: Simple and intuitive design for artists of all levels.

Technologies Used

• Front-End: React
• AI Model: Stable Diffusion SDXL

Installation

1. Clone the repository:

   git clone https://github.com/your-username/your-repo-name.git

2. Navigate to the project directory:

   cd your-repo-name

3. Install dependencies:

   npm install
   # or
   yarn install

Usage

1. Start the development server:

   npm start
   # or
   yarn start

2. Start the backend server: (install dependencies in 'flask_api\requirements.txt')

   cd flask_api
   python REST.py

3. Open your browser and navigate to http://localhost:3000 to start using the app.

Contributing

Contributions are welcome! Please open an issue or submit a pull request for any improvements or suggestions.

Acknowledgements

• Stable Diffusion SDXL for the AI model
• React for the front-end framework

Author

Tombo ANDRIAMAHATANA