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---
license: mit
task_categories:
- text-to-image
tags:
- art
- not-for-all-audiences
size_categories:
- n<1K
---

# Dataset of sodom_s_beast_draco/ソドムズビースト/ドラコー/所多玛之兽/德拉科 (Fate/Grand Order)

This is the dataset of sodom_s_beast_draco/ソドムズビースト/ドラコー/所多玛之兽/德拉科 (Fate/Grand Order), containing 195 images and their tags.

The core tags of this character are `blonde_hair, red_eyes, facial_mark, hair_intakes, braid, french_braid, long_hair, hair_bun, breasts, crown, ribbon, tail, dragon_tail, red_ribbon, ahoge, hair_ribbon, small_breasts, pointy_ears`, which are pruned in this dataset.

Images are crawled from many sites (e.g. danbooru, pixiv, zerochan ...), the auto-crawling system is powered by [DeepGHS Team](https://github.com/deepghs)([huggingface organization](https://huggingface.co/deepghs)).

## List of Packages

| Name             |   Images | Size       | Download                                                                                                                 | Type       | Description                                                          |
|:-----------------|---------:|:-----------|:-------------------------------------------------------------------------------------------------------------------------|:-----------|:---------------------------------------------------------------------|
| raw              |      195 | 374.76 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sodom_s_beast_draco_fgo/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 1200             |      195 | 316.90 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sodom_s_beast_draco_fgo/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      512 | 649.51 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sodom_s_beast_draco_fgo/resolve/main/dataset-stage3-p480-1200.zip) | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |

### Load Raw Dataset with Waifuc

We provide raw dataset (including tagged images) for [waifuc](https://deepghs.github.io/waifuc/main/tutorials/installation/index.html) loading. If you need this, just run the following code

```python
import os
import zipfile

from huggingface_hub import hf_hub_download
from waifuc.source import LocalSource

# download raw archive file
zip_file = hf_hub_download(
    repo_id='CyberHarem/sodom_s_beast_draco_fgo',
    repo_type='dataset',
    filename='dataset-raw.zip',
)

# extract files to your directory
dataset_dir = 'dataset_dir'
os.makedirs(dataset_dir, exist_ok=True)
with zipfile.ZipFile(zip_file, 'r') as zf:
    zf.extractall(dataset_dir)

# load the dataset with waifuc
source = LocalSource(dataset_dir)
for item in source:
    print(item.image, item.meta['filename'], item.meta['tags'])
```

## List of Clusters

List of tag clustering result, maybe some outfits can be mined here.

### Raw Text Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | Tags                                                                                                                                                                           |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
|   0 |         8 | ![](samples/0/clu0-sample0.png) | ![](samples/0/clu0-sample1.png) | ![](samples/0/clu0-sample2.png) | ![](samples/0/clu0-sample3.png) | ![](samples/0/clu0-sample4.png) | 1girl, bare_shoulders, chalice, cup, elbow_gloves, looking_at_viewer, red_dress, scales, solo, single_glove, halterneck, holding, white_gloves                                 |
|   1 |        13 | ![](samples/1/clu1-sample0.png) | ![](samples/1/clu1-sample1.png) | ![](samples/1/clu1-sample2.png) | ![](samples/1/clu1-sample3.png) | ![](samples/1/clu1-sample4.png) | 1girl, chalice, criss-cross_halter, looking_at_viewer, navel, red_bikini, scales, solo, white_robe, cup, elbow_gloves, white_gloves, open_clothes, single_glove, smile, thighs |
|   2 |        13 | ![](samples/2/clu2-sample0.png) | ![](samples/2/clu2-sample1.png) | ![](samples/2/clu2-sample2.png) | ![](samples/2/clu2-sample3.png) | ![](samples/2/clu2-sample4.png) | 1girl, animal_ears, solo, large_breasts, looking_at_viewer, smile, animal_ear_fluff, open_mouth, navel, revealing_clothes, bare_shoulders, claws                               |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | bare_shoulders   | chalice   | cup   | elbow_gloves   | looking_at_viewer   | red_dress   | scales   | solo   | single_glove   | halterneck   | holding   | white_gloves   | criss-cross_halter   | navel   | red_bikini   | white_robe   | open_clothes   | smile   | thighs   | animal_ears   | large_breasts   | animal_ear_fluff   | open_mouth   | revealing_clothes   | claws   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:----------|:------|:---------------|:--------------------|:------------|:---------|:-------|:---------------|:-------------|:----------|:---------------|:---------------------|:--------|:-------------|:-------------|:---------------|:--------|:---------|:--------------|:----------------|:-------------------|:-------------|:--------------------|:--------|
|   0 |         8 | ![](samples/0/clu0-sample0.png) | ![](samples/0/clu0-sample1.png) | ![](samples/0/clu0-sample2.png) | ![](samples/0/clu0-sample3.png) | ![](samples/0/clu0-sample4.png) | X       | X                | X         | X     | X              | X                   | X           | X        | X      | X              | X            | X         | X              |                      |         |              |              |                |         |          |               |                 |                    |              |                     |         |
|   1 |        13 | ![](samples/1/clu1-sample0.png) | ![](samples/1/clu1-sample1.png) | ![](samples/1/clu1-sample2.png) | ![](samples/1/clu1-sample3.png) | ![](samples/1/clu1-sample4.png) | X       |                  | X         | X     | X              | X                   |             | X        | X      | X              |              |           | X              | X                    | X       | X            | X            | X              | X       | X        |               |                 |                    |              |                     |         |
|   2 |        13 | ![](samples/2/clu2-sample0.png) | ![](samples/2/clu2-sample1.png) | ![](samples/2/clu2-sample2.png) | ![](samples/2/clu2-sample3.png) | ![](samples/2/clu2-sample4.png) | X       | X                |           |       |                | X                   |             |          | X      |                |              |           |                |                      | X       |              |              |                | X       |          | X             | X               | X                  | X            | X                   | X       |