AdGen

A stable-diffusion ad generation project with a user-interface built with streamlit and API request model using FastAPI

This project uses stable-diffusion-webui by AUTO1111

Installation

• Clone the project

git clone https://github.com/mcandemir/ad-gen-generative-advertising.git
cd adgen
git clone https://github.com/AUTOMATIC1111/stable-diffusion-webui.git

Model:

To create realistic ads, I've used RealVis model. You can install it from: https://civitai.com/models/139562/realvisxl-v20

• Put your installed model under stable-diffusion-webui/models/Stable-diffusion

Requirements

• Install required libraries to your project environment (a virtual environment is recommended)

pip install -r requirements.txt

Add API Commandline Arg

• Add --api argument to the COMMANDLINE_ARGS in stable-diffusion-webui/user-webui.bat
• Run user-webui.bat

From powershell:

Start-Process webui-user.bat

Run Streamlit User Interface

streamlit run app.py --server.port 80

Run FastAPI Microservice

uvicorn api:app --reload --port 81