Frame Fabric

Frame Fabric is an interactive interior design application that lets you redesign spaces using advanced computer vision pipelines. Select objects to replace furniture items, overlay digital fabrics onto existing structures, and export spatial outputs securely.

Getting Started

1. Clone the Repository

git clone https://github.com/user/frame_fabric.git
cd frame_fabric

2. Set Up the Backend

Make sure you have Python 3.10+ installed.

cd backend
python -m venv venv

# Windows
venv\Scripts\activate
# Mac/Linux
# source venv/bin/activate

pip install -r requirements.txt
uvicorn main:app --reload --port 8000

3. Set Up the Frontend

cd ../frontend
npm install
npm run dev

Assets & Model Setup

IKEA Dataset

Save your IKEA inventory files to: public/assets/ikea_dataset/

Your structural metadata must be defined inside public/assets/ikea_dataset/products.json.

ML Models

Large weights should reside in the models/ directory at the root:

• SAM Weights: models/segmentation/sam_vit_b_01ec64.pth
• ControlNet/LoRA Weights: Placed automatically on primary invocations.