kish613/interior-design-structure-preserving

🏠 AI Interior Design - Structure Preserving

Transform your room's style while preserving the original structure, layout, and architectural elements.

🔧 Key Features

This app uses advanced image-to-image and ControlNet models that can:

• ✅ Maintain room dimensions and proportions
• ✅ Preserve architectural features (windows, doors, walls)
• ✅ Keep furniture placement and spatial relationships
• ✅ Transform only the style, colors, and materials

🤖 Technology Stack

The app leverages multiple state-of-the-art models in priority order:

1. FLUX.1-dev ControlNet Union Pro - Advanced ControlNet with multiple control types
2. ControlNet Room Segmentation - Specialized for interior design
3. FLUX.1 ControlNet Union - High-quality structure preservation
4. Stable Diffusion Depth Img2Img - Uses depth information
5. Stable Diffusion v1.5 Img2Img - Reliable transformation
6. FLUX.1-dev - General purpose fallback

🎨 Style Presets

• Modern Minimalist - Clean lines, neutral colors, natural light
• Luxury Contemporary - High-end materials, elegant finishes
• Scandinavian Style - Light wood, cozy atmosphere, hygge concept
• Industrial Chic - Exposed brick, metal fixtures, urban aesthetic
• Cozy Traditional - Warm colors, classic patterns, timeless design

📋 How to Use

1. Upload your room photo
2. Choose a style preset or add custom prompt
3. Adjust transformation strength (lower = more preservation)
4. Generate your transformed design!

💡 Tips for Best Results

• Use well-lit, clear photos of rooms
• Avoid blurry or dark images
• Lower strength values preserve more of the original structure
• Try different style presets to find your favorite

🔧 Technical Implementation

This application uses:

• Image-to-image transformation for style transfer
• ControlNet technology for structure preservation
• Smart fallback system across multiple models
• Enhanced prompting with architectural preservation keywords
• Base64 image encoding for API compatibility
• Retry logic with exponential backoff

The models are specifically chosen and configured for their ability to preserve room layout and architectural elements while transforming aesthetic style.

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Built with ❤️ using Gradio and Hugging Face Transformers