---
language:
- en
tags:
- stable-diffusion
- text-to-image
- image-to-image
- photo
pipeline_tag: text-to-image
---

# Leia photo sd

`MykosX/leia-photo-sd` is a Stable Diffusion model that can be used both for:
- text-to-image: generates quite good photo images, may generate bad faces for people far from viewer
- image-to-image: tends to improve the quality of images generated by this model, does a good work on images from other models

## Image show-case
<table>
  <tr>
    <th></th>
    <th>(seed=300)**</th>
    <th>(seed=400)**</th>
    <th>(seed=500)**</th>
  </tr>
  <tr>
    <td>
        text-to-image
    </td>
    <td>
        <img src="images/couple-having-fun-(generated)-300.jpg" width="600"/>
    </td>
    <td>
        <img src="images/couple-having-fun-(generated)-400.jpg" width="600"/>
    </td>
    <td>
        <img src="images/couple-having-fun-(generated)-500.jpg" width="600"/>
    </td>
  </tr>
  <tr>
    <td>
        image-to-image
    </td>
    <td>
        <img src="images/couple-having-fun-(from-generated)-300.jpg" width="600"/>
    </td>
    <td>
        <img src="images/couple-having-fun-(from-generated)-400.jpg" width="600"/>
    </td>
    <td>
        <img src="images/couple-having-fun-(from-generated)-500.jpg" width="600"/>
    </td>
  </tr>
</table>

<table>
  <tr>
    <th></th>
    <th>(seed=300)**</th>
    <th>(seed=400)**</th>
    <th>(seed=500)**</th>
  </tr>
  <tr>
    <td>
        text-to-image
    </td>
    <td>
        <img src="images/girl-posing-photo-(generated)-300.jpg" width="400"/>
    </td>
    <td>
        <img src="images/girl-posing-photo-(generated)-400.jpg" width="400"/>
    </td>
    <td>
        <img src="images/girl-posing-photo-(generated)-500.jpg" width="400"/>
    </td>
  </tr>
  <tr>
    <td>
        image-to-image
    </td>
    <td>
        <img src="images/girl-posing-photo-(from-generated)-300.jpg" width="400"/>
    </td>
    <td>
        <img src="images/girl-posing-photo-(from-generated)-400.jpg" width="400"/>
    </td>
    <td>
        <img src="images/girl-posing-photo-(from-generated)-500.jpg" width="400"/>
    </td>
  </tr>
</table>

<table>
  <tr>
    <th>Base image (from another model)</th>
    <th>image-to-image (seed=300)**</th>
    <th>image-to-image (seed=400)**</th>
    <th>image-to-image (seed=500)**</th>
  </tr>
  <tr>
    <td>
        <img src="images/couple-having-fun-(original).jpg" width="600"/>
    </td>
    <td>
        <img src="images/couple-having-fun-(from-original)-300.jpg" width="600"/>
    </td>
    <td>
        <img src="images/couple-having-fun-(from-original)-400.jpg" width="600"/>
    </td>
    <td>
        <img src="images/couple-having-fun-(from-original)-500.jpg" width="600"/>
    </td>
  </tr>
  <tr>
    <td>
        <img src="images/girl-posing-photo-(original).jpg" width="600"/>
    </td>
    <td>
        <img src="images/girl-posing-photo-(from-original)-300.jpg" width="600"/>
    </td>
    <td>
        <img src="images/girl-posing-photo-(from-original)-400.jpg" width="600"/>
    </td>
    <td>
        <img src="images/girl-posing-photo-(from-original)-500.jpg" width="600"/>
    </td>
  </tr>
  <tr>
    <th>Base image (from another model)</th>
    <th>image-to-image (seed=300)*</th>
    <th>image-to-image (seed=400)*</th>
    <th>image-to-image (seed=500)*</th>
  </tr>
</table>

** using these defaults unless specified:
<table>
  <tr>
    <th>Setting</th>
    <th>Default value</th>
  </tr>
  <tr>
    <td>prompt (landscape)</td>
    <td>landscape image, a boy and girl having fun on the beach</td>
  </tr>
  <tr>
    <td>prompt (portrait)</td>
    <td>portrait image, a girl in a nice dress posing for a photo</td>
  </tr>
  <tr>
    <td>negative prompt</td>
    <td>deformed iris, deformed pupils, bad anatomy, cloned face, extra arms, extra legs, missing fingers, too many fingers</td>
  </tr>
  <tr>
    <td>size (landscape)</td>
    <td>1024 x 768</td>
  </tr>
  <tr>
    <td>size (portrait)</td>
    <td> 768 x 1024</td>
  </tr>
  <tr>
    <td>seed</td>
    <td>300</td>
  </tr>
  <tr>
    <td>guidance scale</td>
    <td>12.0</td>
  </tr>
  <tr>
    <td>strength</td>
    <td>0.5</td>
  </tr>
  <tr>
    <td>inference steps</td>
    <td>30</td>
  </tr>
</table>

## Diffusers

For more general information on how to run text-to-image models with 🧨 Diffusers, see [the docs](https://huggingface.co/docs/diffusers/using-diffusers/conditional_image_generation).

1. Installation

```
pip install diffusers transformers accelerate
```

2. Running example for text-to-image generation
```py
import torch

from   diffusers import AutoPipelineForText2Image

pipe = AutoPipelineForText2Image.from_pretrained('MykosX/leia-photo-sd', torch_dtype=torch.float32)
pipe = pipe.to("cpu")

prompt = "portrait image, a girl in a nice dress posing for a photo"

image = pipe(prompt).images[0]  
image.save("./images/text-to-image.png")
```

3. Running example for image-to-image generation
```py
import torch

from   diffusers import AutoPipelineForImage2Image
from   PIL       import Image

pipe = AutoPipelineForImage2Image.from_pretrained('MykosX/leia-photo-sd', torch_dtype=torch.float32)
pipe = pipe.to("cpu")

base_image = Image.open("./images/girl-posing-photo-(original).jpg")
prompt = "portrait image, a girl in a nice dress posing for a photo"

image = pipe(prompt, image=base_image).images[0]  
image.save("./images/image-to-image.png")
```

## PS
Play with the model and don't hesitate to show off