Photorealistic generator of photos of Kim Kardashian

What used

There are two implemented servers: frontend and backend. Frontend service uses streamlit to develop an web app. Backend uses flask and diffusers to generate images. For personalized Kim generation I used text inversion technique. Token was taken from civitai.com. Several photorealistic checkpoints of stable diffusion were used but best results are get with this one. Here is an example of a generation
You can check other examples under imgs/ folder

Deployment

you can either build image from scratch using:

docker compose build && docker compose up -d

or use prebuilt images by simply running

docker compose up -d 

In both cases web app will be available under localhost:8501

Approximate VRAM usage is 6GB. Docker image is build only supporting gpu usage.