README.md

metadata

title: WeavePrompt
emoji: 🎨
colorFrom: blue
colorTo: purple
sdk: docker
sdk_version: 5.44.1
pinned: false
license: mit
app_port: 7860

WeavePrompt

Iterative prompt refinement for text-to-image models. Given a target image, WeavePrompt automatically generates and refines text prompts to make a model's output resemble the target image, using vision-language models and perceptual metrics.

Features

• Upload a target image
• Step-by-step prompt optimization
• View prompt and generated image at each iteration
• Full optimization history

Installation

1. Clone the repository:

   git clone <repo-url>
   cd WeavePrompt
   

2. Install dependencies:

   uv venv
   uv sync
   source .venv/bin/activate
   

Usage

Run the demo app:

streamlit run app.py

Follow the instructions in the browser to upload an image and step through the optimization process.