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

# Dataset of Yulie/尤莉叶 (Arknights)

This is the dataset of Yulie/尤莉叶 (Arknights), containing 25 images and their tags.

The core tags of this character are `breasts, hair_over_one_eye, long_hair, red_hair, horns, pointy_ears, red_eyes, ear_piercing, brown_hair`, 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                                                          | Images-others   | Images-head   |
|:-----------------|---------:|:----------|:-----------------------------------------------------------------------------------------------------------------|:-----------|:---------------------------------------------------------------------|:----------------|:--------------|
| raw              |       25 | 61.22 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yulie_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | --              | --            |
| stage3-p180-1200 |       65 | 82.26 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yulie_arknights/resolve/main/dataset-stage3-p180-1200.zip) | IMG+TXT    | 3-stage cropped dataset with the area not less than 180x180 pixels.  | 47              | 18            |

### 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/yulie_arknights',
    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 |        10 | ![](https://huggingface.co/datasets/CyberHarem/yulie_arknights/resolve/main/samples/0/clu0-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/yulie_arknights/resolve/main/samples/0/clu0-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/yulie_arknights/resolve/main/samples/0/clu0-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/yulie_arknights/resolve/main/samples/0/clu0-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/yulie_arknights/resolve/main/samples/0/clu0-sample4.png) | 1girl, looking_at_viewer, piercing, solo, closed_mouth, shoulder_armor, outdoors, upper_body, open_jacket, belt, scar_on_face, demon_horns, earrings, medium_breasts, sky                                               |
|   1 |         8 | ![](https://huggingface.co/datasets/CyberHarem/yulie_arknights/resolve/main/samples/1/clu1-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/yulie_arknights/resolve/main/samples/1/clu1-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/yulie_arknights/resolve/main/samples/1/clu1-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/yulie_arknights/resolve/main/samples/1/clu1-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/yulie_arknights/resolve/main/samples/1/clu1-sample4.png) | 1girl, belt, black_footwear, black_pants, boots, coat, full_body, shoulder_armor, solo, standing, sword, torn_clothes, looking_at_viewer, outdoors, gloves, sheathed, building, cloud, holding_weapon, parted_lips, sky |

### Table Version

|   # |   Samples | Img-1                                                                                                   | Img-2                                                                                                   | Img-3                                                                                                   | Img-4                                                                                                   | Img-5                                                                                                   | 1girl   | looking_at_viewer   | piercing   | solo   | closed_mouth   | shoulder_armor   | outdoors   | upper_body   | open_jacket   | belt   | scar_on_face   | demon_horns   | earrings   | medium_breasts   | sky   | black_footwear   | black_pants   | boots   | coat   | full_body   | standing   | sword   | torn_clothes   | gloves   | sheathed   | building   | cloud   | holding_weapon   | parted_lips   |
|----:|----------:|:--------------------------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------|:--------|:--------------------|:-----------|:-------|:---------------|:-----------------|:-----------|:-------------|:--------------|:-------|:---------------|:--------------|:-----------|:-----------------|:------|:-----------------|:--------------|:--------|:-------|:------------|:-----------|:--------|:---------------|:---------|:-----------|:-----------|:--------|:-----------------|:--------------|
|   0 |        10 | ![](https://huggingface.co/datasets/CyberHarem/yulie_arknights/resolve/main/samples/0/clu0-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/yulie_arknights/resolve/main/samples/0/clu0-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/yulie_arknights/resolve/main/samples/0/clu0-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/yulie_arknights/resolve/main/samples/0/clu0-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/yulie_arknights/resolve/main/samples/0/clu0-sample4.png) | X       | X                   | X          | X      | X              | X                | X          | X            | X             | X      | X              | X             | X          | X                | X     |                  |               |         |        |             |            |         |                |          |            |            |         |                  |               |
|   1 |         8 | ![](https://huggingface.co/datasets/CyberHarem/yulie_arknights/resolve/main/samples/1/clu1-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/yulie_arknights/resolve/main/samples/1/clu1-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/yulie_arknights/resolve/main/samples/1/clu1-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/yulie_arknights/resolve/main/samples/1/clu1-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/yulie_arknights/resolve/main/samples/1/clu1-sample4.png) | X       | X                   |            | X      |                | X                | X          |              |               | X      |                |               |            |                  | X     | X                | X             | X       | X      | X           | X          | X       | X              | X        | X          | X          | X       | X                | X             |