https://github.com/seyeong-han/architectural-intelligence
AI Remodeling web app using React-js, Stable Diffusion and Llama3.2
https://github.com/seyeong-han/architectural-intelligence
controlnet docker nodejs ollama reactjs stable-diffusion-webui
Last synced: 3 days ago
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AI Remodeling web app using React-js, Stable Diffusion and Llama3.2
- Host: GitHub
- URL: https://github.com/seyeong-han/architectural-intelligence
- Owner: seyeong-han
- Created: 2024-11-02T17:45:30.000Z (11 months ago)
- Default Branch: main
- Last Pushed: 2024-11-03T17:18:36.000Z (11 months ago)
- Last Synced: 2024-11-20T03:13:56.707Z (11 months ago)
- Topics: controlnet, docker, nodejs, ollama, reactjs, stable-diffusion-webui
- Language: JavaScript
- Homepage: https://www.youtube.com/watch?v=q2TqO41XI64&feature=youtu.be&themeRefresh=1
- Size: 4.85 MB
- Stars: 5
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# AI Remodeler
[](https://www.youtube.com/watch?v=q2TqO41XI64&feature=youtu.be&themeRefresh=1)
Homeowners often struggle to visualize remodeling ideas when meeting with contractors, with traditional methods taking over three weeks to deliver mockups. AI Remodeler changes the game by generating high-quality visualizations instantly. Using advanced AI, it transforms rooms based on user prompts—whether a full style change or specific object adjustments—making it easy for customers and contractors to align on the vision.
AI Remodeler brings dream homes to life faster and with greater clarity.
## Bridging the Gap Between Homeowners and Contractors
AI Remodeler transforms user prompts into high-quality, realistic remodel visualizations in minutes. Here’s how it works:
1. User Prompt: Homeowners simply describe their remodeling vision, such as “modernize the kitchen” or “replace sofa with a sectional.”
2. Intention Analysis: Our AI determines if the prompt requires a full-room style transformation or specific object changes (inpainting).
3. Enhanced Prompt Generation: Using Llama, AI Remodeler refines the prompt for optimal image generation, adding style details or specifying objects as needed.
4. Image Transformation: Leveraging advanced image-to-image and inpainting models, the AI remodels the image, capturing the homeowner’s vision accurately.
5. Instant Visualization: The transformed image is ready within minutes, giving homeowners and contractors a shared, clear visual to guide the project.
## Get Started
### Install Ollama API
```
curl -fsSL https://ollama.com/install.sh | sh
ollama run llama3.2
```
### Install StableDiffusion-Webui
Followo [official documentation](https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Install-and-Run-on-NVidia-GPUs)
### Start React App
```
npm install
npm start
```
### Start Node server
```
cd api-server
node server.js
```
### Key components of our tech stack include:
1. Stable Diffusion & Custom Inpainting Models: These enable realistic style changes and object replacements within images, ensuring precision and lifelike detail.
2. Llama (NLP): Processes and enriches user prompts, intelligently guiding the AI to capture the desired remodeling style or specific adjustments.
3. React & Node.js: Form the backbone of our web application, providing a responsive, user-friendly interface for homeowners and contractors alike.
4. Docker: Facilitate seamless deployment and scaling of our AI models, ensuring reliability even under high demand.