Stable Bud is a simple GUI application that uses the Hugging Face model, CompVis/stable-diffusion-v1-4, to generate images based on a given prompt. The app is built using tkinter and customtkinter for a sleeker appearance.Stable Diffusion is a generative modeling technique that is based on the concept of diffusing noise through a series of steps to gradually create an image. It is a part of the family of generative models used for image synthesis, similar to other techniques like Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs).
- Python 3.10
- pip
Use the following command to install all necessary dependencies:
pip install tkinter customtkinter Pillow numpy torch transformers diffusersNote: Ensure that you have installed the right versions compatible with your Python environment.
This app uses a Hugging Face model which requires an authentication token. Store your authentication token inside authtoken.py as follows:
auth_token = "YOUR_HUGGINGFACE_API_TOKEN_HERE"Replace YOUR_HUGGINGFACE_API_TOKEN_HERE with your actual token.
Run the app.py (or the filename you have saved the code in) to launch the GUI:
python app.py- Input your desired prompt in the provided text box.
- Click the "Generate" button.
- The generated image will be displayed in the application and saved as generatedimage.png in the application's directory.
Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.