Ai Driven Interior Decor
AI-Driven Interior Decor (DecoCraft) is a web app that generates personalized interior designs from room photos using Stable Diffusion, LoRA, and ControlNet. Built with Next.js, Tailwind CSS, Replicate API, and ByteScale.
DecoCraft – AI-Driven Interior Decor Generator
DecorCraft is a web-based application that leverages Generative AI to help users visualize customized interior designs. By uploading a photo of a room and selecting a preferred style, users can generate culturally aware and aesthetically refined design layouts using Stable Diffusion models fine-tuned with LoRA and enhanced via ControlNet.
🚀 Features
- Upload a room image and choose design preferences
- Generate AI-based interior designs in seconds
- View, compare, and download the output
- Responsive UI built with modern web technologies
- Hosted AI model on Replicate, image storage via ByteScale
🛠️ Tech Stack
| Layer | Technologies Used |
|---|---|
| Frontend | TypeScript, Next.js (App Router), Tailwind CSS |
| AI Model | Stable Diffusion, LoRA, ControlNet |
| Backend/API | Replicate API (model inference), ByteScale API (uploads) |
| Tools Used | Auto1111, ComfyUI, KhoyaSS (for training and testing) |
| Hosting | Replicate (Model), ByteScale (Storage) |
📦 Installation & Setup
1. Clone the repository
git clone https://github.com/vishwaah/AI-Driven-Interior-Decor.git
cd AI-Driven-Interior-Decor
2. Install dependencies
npm install
3. Configure environment variables
Create a .env.local file in the root directory and add:
REPLICATE_API_TOKEN=your_replicate_api_key
BYTESCALE_PUBLIC_KEY=your_bytescale_api_key
4. Run the development server
npm run dev
Visit http://localhost:3000 to use the app locally.
⚙️ Model Deployment
- The LoRA fine-tuned Stable Diffusion model is hosted on Replicate.
- ControlNet integration enhances structural consistency based on room layout.
- Image uploads are securely handled via ByteScale.
✅ Functional Requirements
- Upload image and receive AI-generated output
- Choose room type and style
- Compare input and output
- Download final design image
🔐 Non-Functional Requirements
- Responsive and accessible UI
- Secure API key and data handling
- Average generation time: < 20 seconds
- Scalable for multi-user access
📃 License
This project is licensed under the MIT License.
💡 Acknowledgements
🌐 DecorCraft – Redefining interior design through AI ✨
