CyberHarem/ifrit_arknights

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

# Dataset of ifrit/イフリータ/伊芙利特 (Arknights)

This is the dataset of ifrit/イフリータ/伊芙利特 (Arknights), containing 500 images and their tags.

The core tags of this character are `horns, blonde_hair, orange_eyes, twintails, demon_horns, short_hair, short_twintails`, 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 | 500 | 797.95 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ifrit_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 500 | 390.41 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ifrit_arknights/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 1196 | 832.32 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ifrit_arknights/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 500 | 673.90 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ifrit_arknights/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 1196 | 1.25 GiB | [Download](https://huggingface.co/datasets/CyberHarem/ifrit_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/ifrit_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 | 23 |  |  |  |  |  | 1girl, black_footwear, solo, full_body, toeless_footwear, thigh_strap, looking_at_viewer, toenail_polish, black_choker, smile, holding_weapon, standing, short_dress, black_dress, fire, orange_nails, sandals, oripathy_lesion_(arknights), striped_dress, open_mouth, simple_background, white_background, low_twintails, originium_arts_(arknights), rhine_lab_logo |
| 1 | 9 |  |  |  |  |  | 1girl, black_choker, black_dress, cowboy_shot, fire, looking_at_viewer, solo, short_dress, vertical-striped_dress, holding_weapon, nail_polish, thigh_strap, breasts, simple_background, smile, vertical-striped_clothes, originium_arts_(arknights), tail, white_background |
| 2 | 6 |  |  |  |  |  | 1girl, black_choker, black_dress, solo, vertical-striped_dress, looking_at_viewer, upper_body, vertical-striped_clothes, fire, open_mouth, simple_background, smile, white_background, white_jacket, cowboy_shot, originium_arts_(arknights) |
| 3 | 23 |  |  |  |  |  | 1girl, looking_at_viewer, solo, black_choker, upper_body, simple_background, dress, white_background |
| 4 | 5 |  |  |  |  |  | 1girl, black_choker, simple_background, solo, collarbone, looking_at_viewer, shirt, smile, upper_body, white_background, low_twintails, open_mouth, blush, fire |
| 5 | 13 |  |  |  |  |  | 1girl, black_choker, long_sleeves, open_jacket, solo, long_hair, black_jacket, black_shorts, simple_background, alternate_costume, cowboy_shot, looking_at_viewer, tail, white_background, thigh_strap, shirt, smile, sports_bra, brown_jacket, crop_top, open_mouth, short_shorts |
| 6 | 29 |  |  |  |  |  | bare_shoulders, official_alternate_costume, white_bikini, 1girl, solo, looking_at_viewer, navel, stomach, oripathy_lesion_(arknights), smile, bare_arms, small_breasts, nail_polish, holding, orange_choker, collarbone, single_hair_bun, sarashi, standing, arm_strap, orange_nails, tail, upper_body |
| 7 | 5 |  |  |  |  |  | 1girl, alternate_costume, kneehighs, pleated_skirt, solo, black_skirt, looking_at_viewer, simple_background, white_shirt, white_socks, black_footwear, black_sailor_collar, full_body, loafers, serafuku, short_sleeves, white_background, long_sleeves, low_twintails, sitting, standing |
| 8 | 6 |  |  |  |  |  | 1boy, 1girl, blush, hetero, solo_focus, bar_censor, penis, pussy, bottomless, navel, nipples, sex, small_breasts, vaginal |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | black_footwear | solo | full_body | toeless_footwear | thigh_strap | looking_at_viewer | toenail_polish | black_choker | smile | holding_weapon | standing | short_dress | black_dress | fire | orange_nails | sandals | oripathy_lesion_(arknights) | striped_dress | open_mouth | simple_background | white_background | low_twintails | originium_arts_(arknights) | rhine_lab_logo | cowboy_shot | vertical-striped_dress | nail_polish | breasts | vertical-striped_clothes | tail | upper_body | white_jacket | dress | collarbone | shirt | blush | long_sleeves | open_jacket | long_hair | black_jacket | black_shorts | alternate_costume | sports_bra | brown_jacket | crop_top | short_shorts | bare_shoulders | official_alternate_costume | white_bikini | navel | stomach | bare_arms | small_breasts | holding | orange_choker | single_hair_bun | sarashi | arm_strap | kneehighs | pleated_skirt | black_skirt | white_shirt | white_socks | black_sailor_collar | loafers | serafuku | short_sleeves | sitting | 1boy | hetero | solo_focus | bar_censor | penis | pussy | bottomless | nipples | sex | vaginal |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:-------|:------------|:-------------------|:--------------|:--------------------|:-----------------|:---------------|:--------|:-----------------|:-----------|:--------------|:--------------|:-------|:---------------|:----------|:------------------------------|:----------------|:-------------|:--------------------|:-------------------|:----------------|:-----------------------------|:-----------------|:--------------|:-------------------------|:--------------|:----------|:---------------------------|:-------|:-------------|:---------------|:--------|:-------------|:--------|:--------|:---------------|:--------------|:------------|:---------------|:---------------|:--------------------|:-------------|:---------------|:-----------|:---------------|:-----------------|:-----------------------------|:---------------|:--------|:----------|:------------|:----------------|:----------|:----------------|:------------------|:----------|:------------|:------------|:----------------|:--------------|:--------------|:--------------|:----------------------|:----------|:-----------|:----------------|:----------|:-------|:---------|:-------------|:-------------|:--------|:--------|:-------------|:----------|:------|:----------|
| 0 | 23 |  |  |  |  |  | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 9 |  |  |  |  |  | X | | X | | | X | X | | X | X | X | | X | X | X | | | | | | X | X | | X | | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 6 |  |  |  |  |  | X | | X | | | | X | | X | X | | | | X | X | | | | | X | X | X | | X | | X | X | | | X | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 23 |  |  |  |  |  | X | | X | | | | X | | X | | | | | | | | | | | | X | X | | | | | | | | | | X | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 5 |  |  |  |  |  | X | | X | | | | X | | X | X | | | | | X | | | | | X | X | X | X | | | | | | | | | X | | | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 5 | 13 |  |  |  |  |  | X | | X | | | X | X | | X | X | | | | | | | | | | X | X | X | | | | X | | | | | X | | | | | X | | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 6 | 29 |  |  |  |  |  | X | | X | | | | X | | | X | | X | | | | X | | X | | | | | | | | | | X | | | X | X | | | X | | | | | | | | | | | | | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | |
| 7 | 5 |  |  |  |  |  | X | X | X | X | | | X | | | | | X | | | | | | | | | X | X | X | | | | | | | | | | | | | | | X | | | | | X | | | | | | | | | | | | | | | | | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | |
| 8 | 6 |  |  |  |  |  | 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：ifrit/イフリータ/伊芙利特 (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: 包含500张图像及其标签，主要角色为ifrit/イフリータ/伊芙利特 (Arknights)。
• 核心标签: 角色的核心标签包括horns, blonde_hair, orange_eyes, twintails, demon_horns, short_hair, short_twintails，这些标签在数据集中被修剪。

数据集包

名称	图像数量	大小	下载链接	类型	描述
raw	500	797.95 MiB	下载	Waifuc-Raw	包含元信息的原始数据（如果较大，则最小边缘对齐到1400）。
800	500	390.41 MiB	下载	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	1196	832.32 MiB	下载	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素。
1200	500	673.90 MiB	下载	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	1196	1.25 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: 使用waifuc加载原始数据集。

• 加载代码示例: python import os import zipfile

  from huggingface_hub import hf_hub_download from waifuc.source import LocalSource

  下载原始归档文件

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

  提取文件到你的目录

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

  使用waifuc加载数据集

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

数据集标签集群

• 集群列表: 提供标签聚类结果，可能包含可挖掘的服装信息。
• 集群示例:
  • 集群0: 包含23个样本，主要标签包括1girl, black_footwear, solo, full_body, toeless_footwear, thigh_strap, looking_at_viewer, toenail_polish, black_choker, smile, holding_weapon, standing, short_dress, black_dress, fire, orange_nails, sandals, oripathy_lesion_(arknights), striped_dress, open_mouth, simple_background, white_background, low_twintails, originium_arts_(arknights), rhine_lab_logo。
  • 集群1: 包含9个样本，主要标签包括1girl, black_choker, black_dress, cowboy_shot, fire, looking_at_viewer, solo, short_dress, vertical-striped_dress, holding_weapon, nail_polish, thigh_strap, breasts, simple_background, smile, vertical-striped_clothes, originium_arts_(arknights), tail, white_background。
  • 集群2: 包含6个样本，主要标签包括1girl, black_choker, black_dress, solo, vertical-striped_dress, looking_at_viewer, upper_body, vertical-striped_clothes, fire, open_mouth, simple_background, smile, white_background, white_jacket, cowboy_shot, originium_arts_(arknights)。
  • 集群3: 包含23个样本，主要标签包括1girl, looking_at_viewer, solo, black_choker, upper_body, simple_background, dress, white_background。
  • 集群4: 包含5个样本，主要标签包括1girl, black_choker, simple_background, solo, collarbone, looking_at_viewer, shirt, smile, upper_body, white_background, low_twintails, open_mouth, blush, fire。
  • 集群5: 包含13个样本，主要标签包括1girl, black_choker, long_sleeves, open_jacket, solo, long_hair, black_jacket, black_shorts, simple_background, alternate_costume, cowboy_shot, looking_at_viewer, tail, white_background, thigh_strap, shirt, smile, sports_bra, brown_jacket, crop_top, open_mouth, short_shorts。
  • 集群6: 包含29个样本，主要标签包括bare_shoulders, official_alternate_costume, white_bikini, 1girl, solo, looking_at_viewer, navel, stomach, oripathy_lesion_(arknights), smile, bare_arms, small_breasts, nail_polish, holding, orange_choker, collarbone, single_hair_bun, sarashi, standing, arm_strap, orange_nails, tail, upper_body。
  • 集群7: 包含5个样本，主要标签包括1girl, alternate_costume, kneehighs, pleated_skirt, solo, black_skirt, looking_at_viewer, simple_background, white_shirt, white_socks, black_footwear, black_sailor_collar, full_body, loafers, serafuku, short_sleeves, white_background, long_sleeves, low_twintails, sitting, standing。
  • 集群8: 包含6个样本，主要标签包括1boy, 1girl, blush, hetero, solo_focus, bar_censor, penis, pussy, bottomless, navel, nipples, sex, small_breasts, vaginal。