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