CyberHarem/ui_bluearchive

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

# Dataset of ui/古関ウイ/忧 (Blue Archive)

This is the dataset of ui/古関ウイ/忧 (Blue Archive), containing 500 images and their tags.

The core tags of this character are `long_hair, black_hair, hairband, halo, bags_under_eyes, hair_between_eyes, blue_hairband, very_long_hair, blue_eyes, breasts, purple_eyes`, 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 | 946.38 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ui_bluearchive/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 1200 | 500 | 779.09 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ui_bluearchive/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 1312 | 1.57 GiB | [Download](https://huggingface.co/datasets/CyberHarem/ui_bluearchive/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/ui_bluearchive',
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 | 30 |  |  |  |  |  | 1girl, black_bikini, official_alternate_costume, ponytail, solo, long_sleeves, looking_at_viewer, small_breasts, blush, collarbone, necklace, navel, purple_hairband, open_mouth, grey_cardigan, jacket, stomach, simple_background, white_background, open_cardigan, off_shoulder, sitting |
| 1 | 7 |  |  |  |  |  | 1girl, black_bikini, blush, collarbone, looking_at_viewer, o-ring_bikini, official_alternate_costume, ponytail, purple_hairband, navel, simple_background, small_breasts, solo, stomach, white_background, necklace, open_mouth, medium_breasts, sidelocks |
| 2 | 37 |  |  |  |  |  | 1girl, cardigan, solo, long_sleeves, looking_at_viewer, pleated_skirt, white_skirt, holding_book, white_sailor_collar, blue_neckerchief, closed_mouth, necklace, simple_background, white_background, blush, white_serafuku, long_skirt, sweater, low_twintails, off_shoulder |
| 3 | 7 |  |  |  |  |  | 1girl, cardigan, long_sleeves, solo, blue_neckerchief, looking_at_viewer, necklace, pleated_skirt, white_sailor_collar, white_skirt, blush, closed_mouth, holding_book, long_skirt, low_twintails, simple_background, white_background, white_serafuku, bookshelf, hair_ribbon, indoors, off_shoulder, shirt, sitting, slippers |
| 4 | 5 |  |  |  |  |  | 1girl, blush, female_pubic_hair, nipples, small_breasts, solo, looking_at_viewer, navel, open_mouth, simple_background, completely_nude, twintails, black_pubic_hair, cardigan, crossed_bangs, flying_sweatdrops, grey_background, hair_ribbon, pussy, white_background |
| 5 | 7 |  |  |  |  |  | 1girl, blush, nipples, pussy_juice, solo, female_masturbation, female_pubic_hair, spread_legs, completely_nude, medium_breasts, navel, anus, open_mouth, sitting, sweat, dildo, fingering, mosaic_censoring, small_breasts |
| 6 | 14 |  |  |  |  |  | 1girl, blush, 1boy, hetero, nipples, solo_focus, penis, open_mouth, female_pubic_hair, spread_legs, sweat, navel, sex, small_breasts, black_pantyhose, looking_at_viewer, pov, torn_pantyhose, heart, vaginal, bar_censor, cardigan, completely_nude, cum_in_pussy, low_twintails, medium_breasts, on_back, panties_aside |
| 7 | 5 |  |  |  |  |  | 1girl, bare_shoulders, blush, detached_collar, fake_animal_ears, looking_at_viewer, playboy_bunny, rabbit_ears, simple_background, solo, alternate_costume, black_leotard, black_pantyhose, highleg_leotard, strapless_leotard, white_background, cardigan, covered_navel, fishnet_pantyhose, low_twintails, medium_breasts, open_mouth, bowtie, cleavage, cowboy_shot, heart, long_sleeves, neckerchief, off_shoulder, ribbon, sitting, sleeves_past_wrists |
| 8 | 7 |  |  |  |  |  | 1girl, frilled_apron, looking_at_viewer, simple_background, white_apron, black_dress, enmaided, juliet_sleeves, maid_apron, maid_headdress, solo, white_background, open_mouth, blush, cat_ears, purple_hairband, purple_necktie, ribbon |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | black_bikini | official_alternate_costume | ponytail | solo | long_sleeves | looking_at_viewer | small_breasts | blush | collarbone | necklace | navel | purple_hairband | open_mouth | grey_cardigan | jacket | stomach | simple_background | white_background | open_cardigan | off_shoulder | sitting | o-ring_bikini | medium_breasts | sidelocks | cardigan | pleated_skirt | white_skirt | holding_book | white_sailor_collar | blue_neckerchief | closed_mouth | white_serafuku | long_skirt | sweater | low_twintails | bookshelf | hair_ribbon | indoors | shirt | slippers | female_pubic_hair | nipples | completely_nude | twintails | black_pubic_hair | crossed_bangs | flying_sweatdrops | grey_background | pussy | pussy_juice | female_masturbation | spread_legs | anus | sweat | dildo | fingering | mosaic_censoring | 1boy | hetero | solo_focus | penis | sex | black_pantyhose | pov | torn_pantyhose | heart | vaginal | bar_censor | cum_in_pussy | on_back | panties_aside | bare_shoulders | detached_collar | fake_animal_ears | playboy_bunny | rabbit_ears | alternate_costume | black_leotard | highleg_leotard | strapless_leotard | covered_navel | fishnet_pantyhose | bowtie | cleavage | cowboy_shot | neckerchief | ribbon | sleeves_past_wrists | frilled_apron | white_apron | black_dress | enmaided | juliet_sleeves | maid_apron | maid_headdress | cat_ears | purple_necktie |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:-----------------------------|:-----------|:-------|:---------------|:--------------------|:----------------|:--------|:-------------|:-----------|:--------|:------------------|:-------------|:----------------|:---------|:----------|:--------------------|:-------------------|:----------------|:---------------|:----------|:----------------|:-----------------|:------------|:-----------|:----------------|:--------------|:---------------|:----------------------|:-------------------|:---------------|:-----------------|:-------------|:----------|:----------------|:------------|:--------------|:----------|:--------|:-----------|:--------------------|:----------|:------------------|:------------|:-------------------|:----------------|:--------------------|:------------------|:--------|:--------------|:----------------------|:--------------|:-------|:--------|:--------|:------------|:-------------------|:-------|:---------|:-------------|:--------|:------|:------------------|:------|:-----------------|:--------|:----------|:-------------|:---------------|:----------|:----------------|:-----------------|:------------------|:-------------------|:----------------|:--------------|:--------------------|:----------------|:------------------|:--------------------|:----------------|:--------------------|:---------|:-----------|:--------------|:--------------|:---------|:----------------------|:----------------|:--------------|:--------------|:-----------|:-----------------|:-------------|:-----------------|:-----------|:-----------------|
| 0 | 30 |  |  |  |  |  | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 37 |  |  |  |  |  | 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 | X | X | | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 5 |  |  |  |  |  | X | | | | X | | X | X | X | | | X | | X | | | | X | X | | | | | | | X | | | | | | | | | | | | X | | | | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 5 | 7 |  |  |  |  |  | X | | | | X | | | X | X | | | X | | X | | | | | | | | X | | X | | | | | | | | | | | | | | | | | | X | X | X | | | | | | | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 6 | 14 |  |  |  |  |  | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 7 | 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 | X | X | X | | | | | | | | | |
| 8 | 7 |  |  |  |  |  | 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：ui/古関ウイ/忧 (Blue Archive)

数据集基本信息

• 名称：ui/古関ウイ/忧 (Blue Archive)
• 包含内容：500张图像及其标签
• 核心标签：long_hair, black_hair, hairband, halo, bags_under_eyes, hair_between_eyes, blue_hairband, very_long_hair, blue_eyes, breasts, purple_eyes

数据集版本与下载

版本详情

包名	图像数量	大小	下载链接	类型	描述
raw	500	946.38 MiB	下载	Waifuc-Raw	包含元信息的原始数据（最小边长对齐至1400像素）
1200	500	779.09 MiB	下载	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	1312	1.57 GiB	下载	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素

数据集使用

• 加载工具：waifuc

• 加载示例代码： python import os import zipfile

  from huggingface_hub import hf_hub_download from waifuc.source import LocalSource

  下载原始存档文件

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

  提取文件至目录

  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：提供了标签集群的结果，可能包含可挖掘的服装信息。
• 集群示例：
  • 集群0：包含30个样本，主要标签包括1girl, black_bikini, official_alternate_costume等。
  • 集群1：包含7个样本，主要标签包括1girl, black_bikini, blush等。
  • 集群2：包含37个样本，主要标签包括1girl, cardigan, solo等。
  • 集群3：包含7个样本，主要标签包括1girl, cardigan, long_sleeves等。
  • 集群4：包含5个样本，主要标签包括1girl, blush, female_pubic_hair等。
  • 集群5：包含7个样本，主要标签包括1girl, blush, nipples等。
  • 集群6：包含14个样本，主要标签包括1girl, blush, 1boy等。
  • 集群7：包含5个样本，主要标签包括1girl, bare_shoulders, fake_animal_ears等。
  • 集群8：包含7个样本，主要标签包括1girl, frilled_apron, looking_at_viewer等。