README.md

---
datasets:
- huggan/few-shot-aurora
---

---
datasets:
- huggan/few-shot-aurora
---

<center>

![Aurora](https://huggingface.co/li-yan/diffusion-aurora-256/resolve/main/doc/Aurora.gif)

![Aurora Photo](https://huggingface.co/li-yan/diffusion-aurora-256/resolve/main/doc/Aurora-by-Li-Yan.jpg)

</center>


Have you ever seen aurora with your own eyes? Check the picture I got in Alaska in Winter. Beautiful right?



# Usage

## Option 1 (Slow)
```python
from diffusers import DDPMPipeline

pipeline = DDPMPipeline.from_pretrained('li-yan/diffusion-aurora-256')
image = pipeline().images[0]
image
```

## Option 2 (Fast)
```python
from diffusers import DiffusionPipeline, DDIMScheduler

scheduler = DDIMScheduler.from_pretrained('li-yan/diffusion-aurora-256')
scheduler.set_timesteps(num_inference_steps=40)

pipeline = DiffusionPipeline.from_pretrained(
    'li-yan/diffusion-aurora-256', scheduler=scheduler)

images = pipeline(num_inference_steps=40).images
images[0]
```