Using Stable Diffusion DreamStudio API in a Python Script If you prefer calling the API in a Python script on your local machine or on a cloud VM server, here are the steps:

Make sure you have Python 3 or above installed on your machine and you can run it from the command line.

python -v

Install Stable Diffusion Python SDK/module

pip install stability-sdk

Install libmagic1

On Ubuntu

apt-get install libmagic1

On Windows

pip install python-libmagic

Install dot env

pip install dotenv python-dotenv

In .env, change STABLE_DIFFUSION_API_KEY=your-stable-diffusion-api-key

Tweak your input parameters in src/resources. Parameters that can be tweaked are:

-actions
-background
-details
-objects
-styles

You can also change how many parameters can be used in each prompt

NUMBER_OF_OBJECTS = 2
NUMBER_OF_STYLES = 2
NUMBER_OF_BACKGROUNDS = 1
NUMBER_OF_ACTIONS = 2
NUMBER_OF_DETAILS = 3

Run the application with python3 run.py