Floor Replacement App

🧠 Virtual Office Floor Planner (AI Edition)

An AI-powered application that allows users to replace floors in images using semantic segmentation. Built with Python, PyTorch, and Gradio.

🚀 Features

• AI-Powered Floor Segmentation: Uses SegFormer model to accurately detect and segment floors in images
• Interactive Interface: Simple and intuitive Gradio-based web interface
• Real-time Processing: See results instantly
• Customizable: Easy to modify and extend for different use cases

🛠️ Prerequisites

• Python 3.8 or higher
• pip (Python package manager)

🚀 Installation

1. Clone the repository:

   git clone https://github.com/krishnab0841/floor_replacement_app.git
   cd floor_replacement_app

2. Create and activate a virtual environment (recommended):

   python -m venv venv
   .\venv\Scripts\activate  # On Windows
   # or
   source venv/bin/activate  # On macOS/Linux

3. Install the required packages:

   pip install -r requirements.txt

🏃‍♂️ How to Run

1. Start the application:

   python App.py

2. Open your web browser and navigate to the URL shown in the terminal (usually http://localhost:7860)

3. Upload an office/room image and a carpet/flooring image to see the magic happen!

🖼️ Example

1. Upload an office/room photo
2. Upload a carpet/flooring pattern
3. Click "Generate" to see the result

📦 Dependencies

• gradio
• numpy
• Pillow
• torch
• transformers

📝 License

This project is licensed under the MIT License - see the LICENSE file for details.

🙏 Acknowledgments

• Uses the SegFormer model from Hugging Face
• Built with Gradio for the web interface

🤝 Contributing

Contributions are welcome! Please feel free to submit a Pull Request.