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---
license: creativeml-openrail-m
tags:
- pytorch
- diffusers
- stable-diffusion
- text-to-image
- diffusion-models-class
- dreambooth-hackathon
- wildcard
widget:
- text: a pkblz ball in the middle of a miniature jungle
---
# The Pokeball Machine
The **Pokeball Machine** is a Dreambooth model for the `pokeball` concept (represented by the `pkblz` identifier).
It applies to the *wildcard* theme.
It is fine-tuned from `CompVis/stable-diffusion-v1-4` checkpoint on a small dataset of pokeball images (i.e., images of the red-white original pokeball).
It can be used by modifying the `instance_prompt`: **a pkblz ball in the middle of a miniature jungle**
This model was created as part of the DreamBooth Hackathon 🔥. Visit the [organisation page](https://huggingface.co/dreambooth-hackathon) for instructions on how to take part!
#### Fine-Tuning Details
- Number of training images: 31
- Learning rate: 2e-06
- Training steps: 800
- Guidance Scale: 10
- Inference Steps: 50-75
#### Fine-Tuning Examples
<table>
<tr>
<td align="center"><img src="https://huggingface.co/simonschoe/pokeball-machine/resolve/main/input/pokeball%20(1).jpg" style="height:250px"> </td>
<td align="center"><img src="https://huggingface.co/simonschoe/pokeball-machine/resolve/main/input/pokeball%20(2).jpg" style="height:250px"> </td>
<td align="center"><img src="https://huggingface.co/simonschoe/pokeball-machine/resolve/main/input/pokeball%20(3).jpg" style="height:250px"> </td>
</tr>
</table>
#### Output Examples
<table>
<tr>
<td>a blueprint photo of a <b>pkblz</b> ball</td>
<td>a photo of a cybernetic <b>pkblz</b> ball, wide shot</td>
<td>a photo of a <b>pkblz</b> ball in the style vintage disney</td>
</tr>
<tr>
<td align="center"><img src="https://huggingface.co/simonschoe/pokeball-machine/resolve/main/output/pokeball%20(1).png" style="height:250px"> </td>
<td align="center"><img src="https://huggingface.co/simonschoe/pokeball-machine/resolve/main/output/pokeball%20(2).png" style="height:250px"> </td>
<td align="center"><img src="https://huggingface.co/simonschoe/pokeball-machine/resolve/main/output/pokeball%20(3).png" style="height:250px"> </td>
</tr>
<tr>
<td>a photo of a mosaic <b>pkblz</b> ball lying in an antique temple</td>
<td>a photo of a detailed ornate <b>pkblz</b> ball</td>
<td>a pkblz ball underwater</td>
</tr>
<tr>
<td align="center"><img src="https://huggingface.co/simonschoe/pokeball-machine/resolve/main/output/pokeball%20(4).png" style="height:250px"> </td>
<td align="center"><img src="https://huggingface.co/simonschoe/pokeball-machine/resolve/main/output/pokeball%20(5).png" style="height:250px"> </td>
<td align="center"><img src="https://huggingface.co/simonschoe/pokeball-machine/resolve/main/output/pokeball%20(6).png" style="height:250px"> </td>
</tr>
<tr>
<td>a <b>pkblz</b> ball in the middle of a miniature jungle</td>
<td>a <b>pkblz</b> ball underwater</td>
<td>a mystic <b>pkblz</b> ball, trending on artstation</td>
</tr>
<tr>
<td align="center"><img src="https://huggingface.co/simonschoe/pokeball-machine/resolve/main/output/pokeball%20(7).png" style="height:250px"> </td>
<td align="center"><img src="https://huggingface.co/simonschoe/pokeball-machine/resolve/main/output/pokeball%20(8).png" style="height:250px"> </td>
<td align="center"><img src="https://huggingface.co/simonschoe/pokeball-machine/resolve/main/output/pokeball%20(9).png" style="height:250px"> </td>
</tr>
<tr>
<td>a <b>pkblz</b> ball underwater, trending on artstation</td>
<td>a wooden <b>pkblz</b> ball</td>
<td>a <b>pkblz</b> ball hovering over a pond</td>
</tr>
<tr>
<td align="center"><img src="https://huggingface.co/simonschoe/pokeball-machine/resolve/main/output/pokeball%20(10).png" style="height:250px"> </td>
<td align="center"><img src="https://huggingface.co/simonschoe/pokeball-machine/resolve/main/output/pokeball%20(11).png" style="height:250px"> </td>
<td align="center"><img src="https://huggingface.co/simonschoe/pokeball-machine/resolve/main/output/pokeball%20(12).png" style="height:250px"> </td>
</tr>
<tr>
<td>a <b>pkblz</b> ball on a sunny tropical beach</td>
<td>a steampunk <b>pkblz</b> ball, trending on artstation</td>
<td>a colored pencil sketch of a <b>pkblz</b> ball</td>
</tr>
<tr>
<td align="center"><img src="https://huggingface.co/simonschoe/pokeball-machine/resolve/main/output/pokeball%20(13).png" style="height:250px"> </td>
<td align="center"><img src="https://huggingface.co/simonschoe/pokeball-machine/resolve/main/output/pokeball%20(14).png" style="height:250px"> </td>
<td align="center"><img src="https://huggingface.co/simonschoe/pokeball-machine/resolve/main/output/pokeball%20(15).png" style="height:250px"> </td>
</tr>
<tr>
<td>a photo of a spectral ornate <b>pkblz</b> ball, trending on artstation, realistic</td>
<td>a sunset photo of a <b>pkblz</b> ball</td>
<td>a watercolor photo of a <b>pkblz</b> ball</td>
</tr>
<tr>
<td align="center"><img src="https://huggingface.co/simonschoe/pokeball-machine/resolve/main/output/pokeball%20(16).png" style="height:250px"> </td>
<td align="center"><img src="https://huggingface.co/simonschoe/pokeball-machine/resolve/main/output/pokeball%20(17).png" style="height:250px"> </td>
<td align="center"><img src="https://huggingface.co/simonschoe/pokeball-machine/resolve/main/output/pokeball%20(18).png" style="height:250px"> </td>
</tr>
</table>
## Usage
```python
from diffusers import StableDiffusionPipeline
pipeline = StableDiffusionPipeline.from_pretrained('simonschoe/pokeball-machine')
image = pipeline().images[0]
image
```
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