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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