An Application that genrates realistic-photo images with text input. The application was developed using PyQT5 with PyTorch-Cuda version. Model used in this project is Stable diffusion.
Stable Diffusion is a latent text-to-image diffusion model capable of generating High Resolution photo-realistic images given any text input.
https://medium.com/@pratikpsannakki1/text-to-image-a-gan-based-application-12e9248ea8d7
the above images were geneareted by inputs "Bear on Mars", "a photo of an astronaut riding a horse on mars", "A fantasy landscape, trending on artstation"
- pip install --upgrade diffusers transformers scipy
- huggingface-cli login
- pip install requirements.txt
- python app.py
Note - Authentication token has to be generated from: https://huggingface.co/docs/hub/security-tokens