https://github.com/cansik/diffusion-playground

A playground for image generation using diffusion models
https://github.com/cansik/diffusion-playground

diffusers interpolation latent-space stable-diffusion

Last synced: about 1 month ago
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A playground for image generation using diffusion models

• Host: GitHub
• URL: https://github.com/cansik/diffusion-playground
• Owner: cansik
• Created: 2024-02-16T09:35:45.000Z (about 2 years ago)
• Default Branch: master
• Last Pushed: 2024-02-16T10:56:50.000Z (about 2 years ago)
• Last Synced: 2025-05-06T19:50:52.876Z (10 months ago)
• Topics: diffusers, interpolation, latent-space, stable-diffusion
• Language: Python
• Homepage:
• Size: 506 KB
• Stars: 3
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Diffusion Playground

Experiments with image generation models. The experiments are mainly for

the [SDXL Turbo model](https://huggingface.co/stabilityai/sdxl-turbo), as it is more interesting to play with such a

reactive model.

## Installation

Please use a recent version of python (`3.11` recommended):

```

pip install -r requirements.txt

```

## Experiments

### Prompt Latent Walk

![Prompt Latent Walk](images/cat-dog-rabbit-walk.gif)

Generate latent walks in the prompt latent space.

```

python prompt-latent-walk.py

```

### Prompt Latent Walk Web

![Prompt Latent Walk Web](images/prompt-latent-walk-web.jpg)

A webinterface to create latent walks.

```

python prompt-latent-walk-web.py

```

### Noise Latent Walk

Initial implementation of initial noise latent walk.

```

python noise-latent-walk.py

```

### Latent Explorer Web

![Latent Explorer Web](images/latent-explorer-web.jpg)

Explore the noise latent space with 4 sliders.

```

python latent-explorer-web.py

```

## About

Copyright (c) 2024 Florian Bruggisser