CyberHarem/vigna_arknights

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

# Dataset of vigna/ヴィグナ/红豆 (Arknights)

This is the dataset of vigna/ヴィグナ/红豆 (Arknights), containing 362 images and their tags.

The core tags of this character are `long_hair, pointy_ears, red_hair, horns, red_eyes, hat, very_long_hair, black_headwear, horns_through_headwear, braid, hair_ornament, demon_horns, cabbie_hat, breasts`, 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 | 362 | 630.78 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vigna_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 1200 | 362 | 533.67 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vigna_arknights/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 937 | 1.02 GiB | [Download](https://huggingface.co/datasets/CyberHarem/vigna_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/vigna_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 | 6 |  |  |  |  |  | 1girl, black_jacket, black_necktie, looking_at_viewer, official_alternate_costume, open_jacket, red_shirt, solo, bracelet, midriff, navel, simple_background, smile, white_background, ahoge, black_skirt, cowboy_shot, open_mouth, belt, nail_polish, skin_fang |
| 1 | 5 |  |  |  |  |  | 1girl, :d, black_skirt, bracelet, electric_guitar, fang, holding_instrument, official_alternate_costume, open_jacket, open_mouth, solo, black_jacket, looking_at_viewer, necktie, plectrum, red_shirt, thigh_strap, belt, demon_tail, mismatched_legwear, single_leg_pantyhose, standing, ahoge, black_footwear, black_thighhighs, nail_polish, single_thighhigh, small_breasts, torn_clothes |
| 2 | 11 |  |  |  |  |  | 1girl, black_skirt, collared_shirt, mismatched_legwear, solo, white_shirt, black_vest, electric_guitar, holding_instrument, long_sleeves, miniskirt, red_necktie, sidelocks, open_clothes, playing_instrument, looking_at_viewer, red_thighhighs, white_background, closed_mouth, jacket, simple_background, black_thighhighs, low_twintails, plectrum, smile, zettai_ryouiki, belt, boots, open_mouth, standing |
| 3 | 7 |  |  |  |  |  | 1girl, belt, holding_polearm, jacket, long_sleeves, mismatched_legwear, red_necktie, solo, white_shirt, collared_shirt, looking_at_viewer, open_clothes, vest, closed_mouth, twintails, black_skirt, black_thighhighs |
| 4 | 8 |  |  |  |  |  | 1girl, black_footwear, boots, collared_shirt, holding_polearm, long_sleeves, looking_at_viewer, mismatched_legwear, red_necktie, simple_background, solo, white_shirt, sidelocks, white_background, belt, full_body, low_twintails, standing, black_skirt, vest, hand_in_pocket, knee_pads, closed_mouth, demon_tail, grey_background, open_jacket, open_mouth, red_thighhighs, shoulder_armor |
| 5 | 27 |  |  |  |  |  | 1girl, red_necktie, solo, collared_shirt, upper_body, white_shirt, looking_at_viewer, hair_ribbon, hairclip, simple_background, closed_mouth, white_background, vest, blush, shoulder_armor |
| 6 | 7 |  |  |  |  |  | 1girl, black_bikini, blue_sky, brown_headwear, day, looking_at_viewer, official_alternate_costume, outdoors, see-through, solo, straw_hat, twin_braids, water, blush, cloud, cowboy_shot, detached_collar, navel, skirt, small_breasts, wading, standing, stomach, ocean, open_mouth, red_necktie, bare_shoulders, black_ribbon, closed_mouth, fang, groin, medium_breasts, side-tie_bikini_bottom, smile, star_hair_ornament |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | black_jacket | black_necktie | looking_at_viewer | official_alternate_costume | open_jacket | red_shirt | solo | bracelet | midriff | navel | simple_background | smile | white_background | ahoge | black_skirt | cowboy_shot | open_mouth | belt | nail_polish | skin_fang | :d | electric_guitar | fang | holding_instrument | necktie | plectrum | thigh_strap | demon_tail | mismatched_legwear | single_leg_pantyhose | standing | black_footwear | black_thighhighs | single_thighhigh | small_breasts | torn_clothes | collared_shirt | white_shirt | black_vest | long_sleeves | miniskirt | red_necktie | sidelocks | open_clothes | playing_instrument | red_thighhighs | closed_mouth | jacket | low_twintails | zettai_ryouiki | boots | holding_polearm | vest | twintails | full_body | hand_in_pocket | knee_pads | grey_background | shoulder_armor | upper_body | hair_ribbon | hairclip | blush | black_bikini | blue_sky | brown_headwear | day | outdoors | see-through | straw_hat | twin_braids | water | cloud | detached_collar | skirt | wading | stomach | ocean | bare_shoulders | black_ribbon | groin | medium_breasts | side-tie_bikini_bottom | star_hair_ornament |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:----------------|:--------------------|:-----------------------------|:--------------|:------------|:-------|:-----------|:----------|:--------|:--------------------|:--------|:-------------------|:--------|:--------------|:--------------|:-------------|:-------|:--------------|:------------|:-----|:------------------|:-------|:---------------------|:----------|:-----------|:--------------|:-------------|:---------------------|:-----------------------|:-----------|:-----------------|:-------------------|:-------------------|:----------------|:---------------|:-----------------|:--------------|:-------------|:---------------|:------------|:--------------|:------------|:---------------|:---------------------|:-----------------|:---------------|:---------|:----------------|:-----------------|:--------|:------------------|:-------|:------------|:------------|:-----------------|:------------|:------------------|:-----------------|:-------------|:--------------|:-----------|:--------|:---------------|:-----------|:-----------------|:------|:-----------|:--------------|:------------|:--------------|:--------|:--------|:------------------|:--------|:---------|:----------|:--------|:-----------------|:---------------|:--------|:-----------------|:-------------------------|:---------------------|
| 0 | 6 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 5 |  |  |  |  |  | X | X | | X | X | X | X | X | X | | | | | | X | 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 | | | | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 7 |  |  |  |  |  | X | | | X | | | | X | | | | | | | | X | | | X | | | | | | | | | | | X | | | | X | | | | X | X | | X | | X | | X | | | X | X | | | | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 8 |  |  |  |  |  | X | | | X | | X | | X | | | | X | | X | | X | | X | X | | | | | | | | | | X | X | | X | X | | | | | X | X | | X | | X | X | | | X | X | | X | | X | X | X | | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | |
| 5 | 27 |  |  |  |  |  | X | | | X | | | | X | | | | X | | X | | | | | | | | | | | | | | | | | | | | | | | | X | X | | | | X | | | | | X | | | | | | X | | | | | | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | |
| 6 | 7 |  |  |  |  |  | X | | | X | X | | | X | | | X | | X | | | | X | X | | | | | | X | | | | | | | | X | | | | X | | | | | | | X | | | | | X | | | | | | | | | | | | | | | | 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：vigna/ヴィグナ/红豆 (Arknights)

数据集基本信息

• 许可证: MIT
• 任务类别: 文本到图像
• 标签:
  • 艺术
  • 不适合所有观众
• 大小类别: 小于1K

数据集内容

• 描述: 该数据集包含362张图像及其标签，主要描绘角色vigna/ヴィグナ/红豆 (Arknights)。
• 核心标签:
  • long_hair, pointy_ears, red_hair, horns, red_eyes, hat, very_long_hair, black_headwear, horns_through_headwear, braid, hair_ornament, demon_horns, cabbie_hat, breasts

数据集包

名称	图像数量	大小	下载链接	类型	描述
raw	362	630.78 MiB	下载	Waifuc-Raw	包含元信息的原始数据（如果较大，最小边对齐到1400）。
1200	362	533.67 MiB	下载	IMG+TXT	数据集，短边不超过1200像素。
stage3-p480-1200	937	1.02 GiB	下载	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

• 加载代码示例: python import os import zipfile from huggingface_hub import hf_hub_download from waifuc.source import LocalSource

  zip_file = hf_hub_download( repo_id=CyberHarem/vigna_arknights, repo_type=dataset, filename=dataset-raw.zip, )

  dataset_dir = dataset_dir os.makedirs(dataset_dir, exist_ok=True) with zipfile.ZipFile(zip_file, r) as zf: zf.extractall(dataset_dir)

  source = LocalSource(dataset_dir) for item in source: print(item.image, item.meta[filename], item.meta[tags])

数据集集群列表

• 集群示例:
  • 集群0: 6个样本，包含标签如black_jacket, black_necktie, looking_at_viewer等。
  • 集群1: 5个样本，包含标签如electric_guitar, holding_instrument, official_alternate_costume等。
  • 集群2: 11个样本，包含标签如black_skirt, collared_shirt, mismatched_legwear等。
  • 集群3: 7个样本，包含标签如holding_polearm, jacket, long_sleeves等。
  • 集群4: 8个样本，包含标签如black_footwear, boots, collared_shirt等。
  • 集群5: 27个样本，包含标签如red_necktie, solo, collared_shirt等。

这些集群可能用于进一步的数据挖掘和分析。