ArchIntelligent - Generative Design for Architects

ArchIntelligent is a deep learning project focused on Generative AI for Architecture. It enables architects and designers to quickly reimagine and redesign building concepts by generating new visuals from 3D building images (sketch/AutoCAD/Sketchup). Whether it's exploring new styles, adjusting functional details, or applying custom prompts, this tool accelerates the creative process. A simple, interactive Streamlit app is also included to provide a user-friendly interface for experimenting with the model.

🌐 Try It Online (Hugging Face Space)

👉 Launch ArchIntelligent on Hugging Face Spaces

No setup needed. Just upload your 3D building image, select your style and prompt, and generate your design.

⚠️ Note: Due to my financial limitations, my Hugging Face Space currently runs on CPU, which makes image generation quite slow (around 30 minutes per image). For a faster experience, consider cloning this repo and running it locally on a machine with a GPU.

🚀 Features

🎨 Style transfer for architectural designs
🏢 Generate redesigned images from 3D exterior building image inputs (interior coming soon)
💡 Customize design output with prompts, style, functional, environment and creative scale tweaks
🌐 Streamlit web interface for easy interaction

🧪 Running Locally

1. Clone the repo:

git clone https://github.com/harrydawitch/ArchIntelligent.git
cd ArchIntelligent

2. Install dependencies:

pip install -r requirements.txt

3. Launch the app:

streamlit run app.py

📸 Example

Here’s a sample workflow:

Upload your 3D building render
Choose a design style (e.g. Modern, Minimal, Gothic, Futuristic...)
Choose building functional(e.g. Villa, Office, Apartment, Hotel)
Describe your design using prompts (e.g."Exterior view of a office tower with glass facade, green rooftop" etc.)
Generate!

🤝 Contributing

Pull requests are welcome! For major changes, please open an issue first to discuss what you'd like to change or improve.

📄 License

MIT License – see the LICENSE file for details.