CyberHarem/chinatsu_bluearchive

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

# Dataset of chinatsu/火宮チナツ/千夏 (Blue Archive)

This is the dataset of chinatsu/火宮チナツ/千夏 (Blue Archive), containing 265 images and their tags.

The core tags of this character are `long_hair, pointy_ears, breasts, brown_hair, halo, large_breasts, glasses, hairband, yellow_eyes, black-framed_eyewear, brown_eyes, 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 | 265 | 462.13 MiB | [Download](https://huggingface.co/datasets/CyberHarem/chinatsu_bluearchive/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 1200 | 265 | 385.88 MiB | [Download](https://huggingface.co/datasets/CyberHarem/chinatsu_bluearchive/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 667 | 789.46 MiB | [Download](https://huggingface.co/datasets/CyberHarem/chinatsu_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/chinatsu_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 |  |  |  |  |  | looking_at_viewer, 1girl, blush, solo, collarbone, onsen, no_eyewear, water, wet, closed_mouth, smile, cleavage, covering_privates, snow, red_halo, sitting, nude_cover, steam, hair_over_shoulder, white_towel |
| 1 | 12 |  |  |  |  |  | 1girl, long_sleeves, onsen, solo, white_kimono, looking_at_viewer, wide_sleeves, blush, closed_mouth, sash, sitting, official_alternate_costume, rock, water, bath_yukata, black_hairband, cleavage, smile, wooden_bucket, collarbone, thighs |
| 2 | 7 |  |  |  |  |  | 1girl, blush, looking_at_viewer, solo, white_kimono, cleavage, closed_mouth, official_alternate_costume, smile, collarbone, long_sleeves, bath_yukata, off_shoulder, wide_sleeves, black_hairband, bow |
| 3 | 6 |  |  |  |  |  | 1girl, blush, off_shoulder, simple_background, solo, white_background, white_kimono, bare_shoulders, black_hairband, cleavage, collarbone, looking_at_viewer, official_alternate_costume, sweat, yukata, closed_mouth, no_eyewear, sitting, smile |
| 4 | 13 |  |  |  |  |  | 1girl, blush, nipples, 1boy, hetero, solo_focus, penis, navel, pussy, on_back, spread_legs, open_mouth, sex, vaginal, completely_nude, looking_at_viewer, mosaic_censoring, yukata, bar_censor, collarbone, missionary, onsen, pov, pubic_hair, smile, sweat |
| 5 | 13 |  |  |  |  |  | 1boy, 1girl, hetero, low_twintails, nipples, solo_focus, white_shirt, bow, bra_lift, collarbone, open_shirt, red_pantyhose, simple_background, torn_pantyhose, white_background, white_bra, armband, navel, no_eyewear, pov, blush, penis, uncensored, girl_on_top, cowgirl_position, open_mouth, pussy, looking_at_viewer, sex, vaginal, imminent_penetration |
| 6 | 16 |  |  |  |  |  | 1girl, black_skirt, collared_shirt, long_sleeves, looking_at_viewer, red_gloves, solo, white_shirt, armband, pleated_skirt, red_pantyhose, blush, red_ribbon, neck_ribbon, low_twintails, closed_mouth, light_brown_hair, simple_background, sitting, red_halo, white_background, hair_between_eyes |
| 7 | 7 |  |  |  |  |  | 1girl, armband, bag, holding_gun, pleated_skirt, red_gloves, red_pantyhose, ribbon, solo, white_shirt, black_skirt, looking_at_viewer, boots, long_sleeves, simple_background, white_background, collared_shirt, full_body, low_twintails, closed_mouth |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | looking_at_viewer | 1girl | blush | solo | collarbone | onsen | no_eyewear | water | wet | closed_mouth | smile | cleavage | covering_privates | snow | red_halo | sitting | nude_cover | steam | hair_over_shoulder | white_towel | long_sleeves | white_kimono | wide_sleeves | sash | official_alternate_costume | rock | bath_yukata | black_hairband | wooden_bucket | thighs | off_shoulder | bow | simple_background | white_background | bare_shoulders | sweat | yukata | nipples | 1boy | hetero | solo_focus | penis | navel | pussy | on_back | spread_legs | open_mouth | sex | vaginal | completely_nude | mosaic_censoring | bar_censor | missionary | pov | pubic_hair | low_twintails | white_shirt | bra_lift | open_shirt | red_pantyhose | torn_pantyhose | white_bra | armband | uncensored | girl_on_top | cowgirl_position | imminent_penetration | black_skirt | collared_shirt | red_gloves | pleated_skirt | red_ribbon | neck_ribbon | light_brown_hair | hair_between_eyes | bag | holding_gun | ribbon | boots | full_body |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------|:--------|:--------|:-------|:-------------|:--------|:-------------|:--------|:------|:---------------|:--------|:-----------|:--------------------|:-------|:-----------|:----------|:-------------|:--------|:---------------------|:--------------|:---------------|:---------------|:---------------|:-------|:-----------------------------|:-------|:--------------|:-----------------|:----------------|:---------|:---------------|:------|:--------------------|:-------------------|:-----------------|:--------|:---------|:----------|:-------|:---------|:-------------|:--------|:--------|:--------|:----------|:--------------|:-------------|:------|:----------|:------------------|:-------------------|:-------------|:-------------|:------|:-------------|:----------------|:--------------|:-----------|:-------------|:----------------|:-----------------|:------------|:----------|:-------------|:--------------|:-------------------|:-----------------------|:--------------|:-----------------|:-------------|:----------------|:-------------|:--------------|:-------------------|:--------------------|:------|:--------------|:---------|:--------|:------------|
| 0 | 30 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 12 |  |  |  |  |  | X | X | X | X | X | X | | X | | X | X | X | | | | X | | | | | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 7 |  |  |  |  |  | X | X | X | X | X | | | | | X | X | X | | | | | | | | | X | X | X | | X | | X | X | | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 6 |  |  |  |  |  | X | X | X | X | X | | X | | | X | X | X | | | | X | | | | | | X | | | X | | | X | | | X | | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 13 |  |  |  |  |  | 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 | 13 |  |  |  |  |  | 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 | | | | | | | | | | | | | |
| 6 | 16 |  |  |  |  |  | X | X | X | X | | | | | | X | | | | | X | X | | | | | 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 |

原始信息汇总

数据集概述：chinatsu/火宮チナツ/千夏 (Blue Archive)

基本信息

• 数据集名称：chinatsu/火宮チナツ/千夏 (Blue Archive)
• 包含内容：265张图像及其标签
• 核心标签：long_hair, pointy_ears, breasts, brown_hair, halo, large_breasts, glasses, hairband, yellow_eyes, black-framed_eyewear, brown_eyes, twintails
• 许可证：MIT
• 任务类别：text-to-image
• 标签：art, not-for-all-audiences
• 大小类别：n<1K

数据集包详情

名称	图像数量	大小	下载链接	类型	描述
raw	265	462.13 MiB	下载	Waifuc-Raw	包含元信息的原始数据（最小边对齐到1400像素，如果更大）。
1200	265	385.88 MiB	下载	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	667	789.46 MiB	下载	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素。

数据集使用示例

数据集支持通过waifuc加载。示例代码如下：

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/chinatsu_bluearchive, repo_type=dataset, filename=dataset-raw.zip, )

提取文件到目录

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

数据集提供了标签集群结果，有助于进一步的数据挖掘。以下是部分集群示例：

集群示例

#	样本数	图像示例	标签示例
0	30	至	looking_at_viewer, 1girl, blush, solo, collarbone, onsen, no_eyewear, water, wet, closed_mouth, smile, cleavage, covering_privates, snow, red_halo, sitting, nude_cover, steam, hair_over_shoulder, white_towel
1	12	至	1girl, long_sleeves, onsen, solo, white_kimono, looking_at_viewer, wide_sleeves, blush, closed_mouth, sash, sitting, official_alternate_costume, rock, water, bath_yukata, black_hairband, cleavage, smile, wooden_bucket, collarbone, thighs
2	7	至	1girl, blush, looking_at_viewer, solo, white_kimono, cleavage, closed_mouth, official_alternate_costume, smile, collarbone, long_sleeves, bath_yukata, off_shoulder, wide_sleeves, black_hairband, bow
3	6	至	1girl, blush, off_shoulder, simple_background, solo, white_background, white_kimono, bare_shoulders, black_hairband, cleavage, collarbone, looking_at_viewer, official_alternate_costume, sweat, yukata, closed_mouth, no_eyewear, sitting, smile
4	13	至	1girl, blush, nipples, 1boy, hetero, solo_focus, penis, navel, pussy, on_back, spread_legs, open_mouth, sex, vaginal, completely_nude, looking_at_viewer, mosaic_censoring, yukata, bar_censor, collarbone, missionary, onsen, pov, pubic_hair, smile, sweat
5	13	至	1boy, 1girl, hetero, low_twintails, nipples, solo_focus, white_shirt, bow, bra_lift, collarbone, open_shirt, red_pantyhose, simple_background, torn_pantyhose, white_background, white_bra, armband, navel, no_eyewear, pov, blush, penis, uncensored, girl_on_top, cowgirl_position, open_mouth, pussy, looking_at_viewer, sex, vaginal, imminent_penetration
6	16	至	1girl, black_skirt, collared_shirt, long_sleeves, looking_at_viewer, red_gloves, solo, white_shirt, armband, pleated_skirt, red_pantyhose, blush, red_ribbon, neck_ribbon, low_twintails, closed_mouth, light_brown_hair, simple_background, sitting, red_halo, white_background, hair_between_eyes
7	7	至	1girl, armband, bag, holding_gun, pleated_skirt, red_gloves, red_pantyhose, ribbon, solo, white_shirt, black_skirt, looking_at_viewer, boots, long_sleeves, simple_background, white_background, collared_shirt, full_body, low_twintails, closed_mouth