CyberHarem/astesia_arknights

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

# Dataset of astesia/アステシア/星极 (Arknights)

This is the dataset of astesia/アステシア/星极 (Arknights), containing 389 images and their tags.

The core tags of this character are `blue_hair, long_hair, blue_eyes, bright_pupils, breasts, hair_intakes, white_pupils`, 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 | 389 | 877.26 MiB | [Download](https://huggingface.co/datasets/CyberHarem/astesia_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 1200 | 389 | 710.47 MiB | [Download](https://huggingface.co/datasets/CyberHarem/astesia_arknights/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 1009 | 1.31 GiB | [Download](https://huggingface.co/datasets/CyberHarem/astesia_arknights/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/astesia_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 | 5 |  |  |  |  |  | 1girl, black_footwear, black_gloves, elbow_gloves, full_body, hat, high_heels, holding_sword, puffy_short_sleeves, solo, white_dress, white_headwear, blue_dress, closed_mouth, looking_at_viewer, official_alternate_costume, smile, standing, white_background, globe, simple_background, star_(sky) |
| 1 | 7 |  |  |  |  |  | 1girl, black_gloves, hat, simple_background, solo, white_background, white_headwear, closed_mouth, elbow_gloves, looking_at_viewer, medium_breasts, puffy_short_sleeves, smile, cleavage, official_alternate_costume, hand_up, upper_body, blue_dress, ribbon, white_dress |
| 2 | 11 |  |  |  |  |  | 1girl, long_sleeves, solo, cowboy_shot, holding_sword, looking_at_viewer, white_shirt, blue_skirt, closed_mouth, star_(symbol), white_background, diamond-shaped_pupils, neck_ribbon, puffy_sleeves, simple_background |
| 3 | 11 |  |  |  |  |  | 1girl, holding_sword, long_sleeves, solo, full_body, looking_at_viewer, white_shirt, simple_background, black_footwear, black_skirt, closed_mouth, high_heels, white_background, standing, globe, dress |
| 4 | 16 |  |  |  |  |  | 1girl, closed_mouth, looking_at_viewer, solo, white_shirt, simple_background, upper_body, white_background, smile, braid, collared_shirt, long_sleeves, neck_ribbon, puffy_sleeves, diamond_(shape) |
| 5 | 11 |  |  |  |  |  | 1girl, official_alternate_costume, solo, white_dress, white_gloves, bird, looking_at_viewer, holding_microphone, star_(symbol), bare_shoulders, very_long_hair, sleeveless_dress, closed_mouth, parted_lips, smile, white_background |
| 6 | 15 |  |  |  |  |  | 1girl, solo, white_dress, white_gloves, holding_sword, looking_at_viewer, official_alternate_costume, very_long_hair, hair_ornament, bare_shoulders, bird, parted_lips, sleeveless, hair_between_eyes, thighhighs |
| 7 | 7 |  |  |  |  |  | 1girl, blush, hetero, solo_focus, 1boy, large_breasts, navel, nipples, open_mouth, penis, sex, vaginal, completely_nude, spread_legs, cum_in_pussy, heart, mosaic_censoring, necklace, arms_up, collarbone, smile, tongue_out |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | black_footwear | black_gloves | elbow_gloves | full_body | hat | high_heels | holding_sword | puffy_short_sleeves | solo | white_dress | white_headwear | blue_dress | closed_mouth | looking_at_viewer | official_alternate_costume | smile | standing | white_background | globe | simple_background | star_(sky) | medium_breasts | cleavage | hand_up | upper_body | ribbon | long_sleeves | cowboy_shot | white_shirt | blue_skirt | star_(symbol) | diamond-shaped_pupils | neck_ribbon | puffy_sleeves | black_skirt | dress | braid | collared_shirt | diamond_(shape) | white_gloves | bird | holding_microphone | bare_shoulders | very_long_hair | sleeveless_dress | parted_lips | hair_ornament | sleeveless | hair_between_eyes | thighhighs | blush | hetero | solo_focus | 1boy | large_breasts | navel | nipples | open_mouth | penis | sex | vaginal | completely_nude | spread_legs | cum_in_pussy | heart | mosaic_censoring | necklace | arms_up | collarbone | tongue_out |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:---------------|:---------------|:------------|:------|:-------------|:----------------|:----------------------|:-------|:--------------|:-----------------|:-------------|:---------------|:--------------------|:-----------------------------|:--------|:-----------|:-------------------|:--------|:--------------------|:-------------|:-----------------|:-----------|:----------|:-------------|:---------|:---------------|:--------------|:--------------|:-------------|:----------------|:------------------------|:--------------|:----------------|:--------------|:--------|:--------|:-----------------|:------------------|:---------------|:-------|:---------------------|:-----------------|:-----------------|:-------------------|:--------------|:----------------|:-------------|:--------------------|:-------------|:--------|:---------|:-------------|:-------|:----------------|:--------|:----------|:-------------|:--------|:------|:----------|:------------------|:--------------|:---------------|:--------|:-------------------|:-----------|:----------|:-------------|:-------------|
| 0 | 5 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 7 |  |  |  |  |  | X | | X | X | | X | | | X | X | X | X | X | X | X | X | X | | X | | X | | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 11 |  |  |  |  |  | X | | | | | | | X | | X | | | | X | X | | | | X | | X | | | | | | | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 11 |  |  |  |  |  | X | X | | | X | | X | X | | X | | | | X | X | | | X | X | X | X | | | | | | | X | | X | | | | | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 16 |  |  |  |  |  | X | | | | | | | | | X | | | | X | X | | X | | X | | X | | | | | X | | X | | X | | | | X | X | | | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 5 | 11 |  |  |  |  |  | X | | | | | | | | | X | X | | | X | X | X | X | | X | | | | | | | | | | | | | X | | | | | | | | | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | |
| 6 | 15 |  |  |  |  |  | X | | | | | | | X | | X | X | | | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | X | X | | X | X | | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | |
| 7 | 7 |  |  |  |  |  | X | | | | | | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X |

原始信息汇总

数据集概述：Dataset of astesia/アステシア/星极 (Arknights)

数据集基本信息

• 名称: Dataset of astesia/アステシア/星极 (Arknights)
• 许可证: MIT
• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 大小类别: n<1K

数据集内容

• 包含内容: 389张图像及其标签
• 核心标签: blue_hair, long_hair, blue_eyes, bright_pupils, breasts, hair_intakes, white_pupils
• 图像来源: 从多个网站爬取，如danbooru, pixiv, zerochan等
• 爬虫系统: 由DeepGHS Team开发

数据集包列表

名称	图像数量	大小	下载链接	类型	描述
raw	389	877.26 MiB	Download	Waifuc-Raw	包含元信息的原始数据，最小边对齐至1400像素（如果更大）。
1200	389	710.47 MiB	Download	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	1009	1.31 GiB	Download	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素。

数据集加载

• 加载工具: waifuc
• 加载方法: 提供了一个Python代码示例，用于下载和加载原始数据集。

数据集集群列表

• 集群列表: 提供了多个集群的样本图像及其详细标签，用于进一步的数据挖掘和分析。

集群标签示例

#	样本数	图像1	图像2	图像3	图像4	图像5	标签
0	5						1girl, black_footwear, black_gloves, elbow_gloves, full_body, hat, high_heels, holding_sword, puffy_short_sleeves, solo, white_dress, white_headwear, blue_dress, closed_mouth, looking_at_viewer, official_alternate_costume, smile, standing, white_background, globe, simple_background, star_(sky)
1	7						1girl, black_gloves, hat, simple_background, solo, white_background, white_headwear, closed_mouth, elbow_gloves, looking_at_viewer, medium_breasts, puffy_short_sleeves, smile, cleavage, official_alternate_costume, hand_up, upper_body, blue_dress, ribbon, white_dress
2	11						1girl, long_sleeves, solo, cowboy_shot, holding_sword, looking_at_viewer, white_shirt, blue_skirt, closed_mouth, star_(symbol), white_background, diamond-shaped_pupils, neck_ribbon, puffy_sleeves, simple_background
3	11						1girl, holding_sword, long_sleeves, solo, full_body, looking_at_viewer, white_shirt, simple_background, black_footwear, black_skirt, closed_mouth, high_heels, white_background, standing, globe, dress
4	16						1girl, closed_mouth, looking_at_viewer, solo, white_shirt, simple_background, upper_body, white_background, smile, braid, collared_shirt, long_sleeves, neck_ribbon, puffy_sleeves, diamond_(shape)
5	11						1girl, official_alternate_costume, solo, white_dress, white_gloves, bird, looking_at_viewer, holding_microphone, star_(symbol), bare_shoulders, very_long_hair, sleeveless_dress, closed_mouth, parted_lips, smile, white_background
6	15						1girl, solo, white_dress, white_gloves, holding_sword, looking_at_viewer, official_alternate_costume, very_long_hair, hair_ornament, bare_shoulders, bird, parted_lips, sleeveless, hair_between_eyes, thighhighs
7	7						1girl, blush, hetero, solo_focus, 1boy, large_breasts, navel, nipples, open_mouth, penis, sex, vaginal, completely_nude, spread_legs, cum_in_pussy, heart, mosaic_censoring, necklace, arms_up, collarbone, smile, tongue_out