CyberHarem/hibiki_bluearchive

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

# Dataset of hibiki/猫塚ヒビキ/响 (Blue Archive)

This is the dataset of hibiki/猫塚ヒビキ/响 (Blue Archive), containing 500 images and their tags.

The core tags of this character are `long_hair, animal_ears, black_hair, dog_ears, dog_girl, halo, breasts, goggles_on_head, dog_tail, tail, yellow_halo, blue_eyes, eyewear_on_head, medium_breasts, ponytail`, 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 | 925.73 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hibiki_bluearchive/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 1200 | 500 | 763.90 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hibiki_bluearchive/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 1411 | 1.60 GiB | [Download](https://huggingface.co/datasets/CyberHarem/hibiki_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/hibiki_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 | 6 |  |  |  |  |  | 1girl, bare_shoulders, blue_sky, blush, cleavage, confetti, crop_top, day, goggles, holding_pom_poms, looking_at_viewer, midriff, millennium_cheerleader_outfit_(blue_archive), miniskirt, navel, official_alternate_costume, outdoors, pleated_skirt, solo, stomach, white_skirt, arm_up, large_breasts, open_mouth, armpits, thighs, cloud, sticker_on_face, sweat |
| 1 | 5 |  |  |  |  |  | 1girl, bare_shoulders, cleavage, cowboy_shot, crop_top, goggles, holding_pom_poms, looking_at_viewer, midriff, millennium_cheerleader_outfit_(blue_archive), miniskirt, navel, official_alternate_costume, pleated_skirt, solo, sticker_on_face, stomach, white_skirt, blush, open_mouth, simple_background |
| 2 | 14 |  |  |  |  |  | 1girl, bare_shoulders, blush, crop_top, goggles, holding_pom_poms, midriff, millennium_cheerleader_outfit_(blue_archive), navel, official_alternate_costume, pleated_skirt, simple_background, solo, white_background, white_skirt, cleavage, looking_at_viewer, miniskirt, cowboy_shot, open_mouth, stomach, large_breasts, sticker_on_face |
| 3 | 5 |  |  |  |  |  | 1girl, bare_shoulders, blush, crop_top, goggles, holding_pom_poms, looking_at_viewer, midriff, millennium_cheerleader_outfit_(blue_archive), miniskirt, navel, official_alternate_costume, pleated_skirt, simple_background, sneakers, solo, white_background, white_footwear, white_skirt, cleavage, stomach, full_body, open_mouth |
| 4 | 8 |  |  |  |  |  | 1girl, ass, bare_shoulders, blue_sky, blush, crop_top, goggles, holding_pom_poms, looking_at_viewer, looking_back, millennium_cheerleader_outfit_(blue_archive), miniskirt, official_alternate_costume, solo, thighs, white_panties, white_skirt, day, from_behind, outdoors, sticker_on_face, sweat, open_mouth, pleated_skirt, cloud, cowboy_shot, star_sticker, confetti, standing |
| 5 | 5 |  |  |  |  |  | 1boy, 1girl, bare_shoulders, blush, clothed_sex, crop_top, goggles, hetero, midriff, millennium_cheerleader_outfit_(blue_archive), miniskirt, navel, official_alternate_costume, pleated_skirt, solo_focus, sweat, white_skirt, cleavage, cowgirl_position, girl_on_top, holding_pom_poms, open_mouth, sticker_on_face, stomach, vaginal, clothed_female_nude_male, looking_at_viewer, penis, spread_legs, large_breasts, mosaic_censoring, no_panties, pov, pussy |
| 6 | 8 |  |  |  |  |  | 1girl, closed_mouth, fishnet_pantyhose, goggles, sitting, solo, blush, hair_ornament, looking_at_viewer, off_shoulder, black_footwear, boots, long_sleeves, simple_background, bare_shoulders, collar, dog_tags, purple_eyes, white_background, white_jacket, black_shorts, full_body, twintails |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | bare_shoulders | blue_sky | blush | cleavage | confetti | crop_top | day | goggles | holding_pom_poms | looking_at_viewer | midriff | millennium_cheerleader_outfit_(blue_archive) | miniskirt | navel | official_alternate_costume | outdoors | pleated_skirt | solo | stomach | white_skirt | arm_up | large_breasts | open_mouth | armpits | thighs | cloud | sticker_on_face | sweat | cowboy_shot | simple_background | white_background | sneakers | white_footwear | full_body | ass | looking_back | white_panties | from_behind | star_sticker | standing | 1boy | clothed_sex | hetero | solo_focus | cowgirl_position | girl_on_top | vaginal | clothed_female_nude_male | penis | spread_legs | mosaic_censoring | no_panties | pov | pussy | closed_mouth | fishnet_pantyhose | sitting | hair_ornament | off_shoulder | black_footwear | boots | long_sleeves | collar | dog_tags | purple_eyes | white_jacket | black_shorts | twintails |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:-----------|:--------|:-----------|:-----------|:-----------|:------|:----------|:-------------------|:--------------------|:----------|:-----------------------------------------------|:------------|:--------|:-----------------------------|:-----------|:----------------|:-------|:----------|:--------------|:---------|:----------------|:-------------|:----------|:---------|:--------|:------------------|:--------|:--------------|:--------------------|:-------------------|:-----------|:-----------------|:------------|:------|:---------------|:----------------|:--------------|:---------------|:-----------|:-------|:--------------|:---------|:-------------|:-------------------|:--------------|:----------|:---------------------------|:--------|:--------------|:-------------------|:-------------|:------|:--------|:---------------|:--------------------|:----------|:----------------|:---------------|:-----------------|:--------|:---------------|:---------|:-----------|:--------------|:---------------|:---------------|:------------|
| 0 | 6 |  |  |  |  |  | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 5 |  |  |  |  |  | X | X | | X | X | | X | | X | X | X | X | X | X | X | X | | X | X | X | X | | | X | | | | X | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 14 |  |  |  |  |  | X | X | | X | X | | X | | X | X | X | X | X | X | X | X | | X | X | X | X | | X | X | | | | X | | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 5 |  |  |  |  |  | X | X | | X | X | | X | | X | 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 | 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 | X | X | | | | | | | | | | | | | | |
| 6 | 8 |  |  |  |  |  | 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：hibiki/猫塚ヒビキ/响 (Blue Archive)

数据集基本信息

• 许可证: MIT
• 任务类别: 文本到图像
• 标签: 艺术, 不适用于所有观众
• 大小类别: 小于1K

数据集内容

• 包含内容: 500张图像及其标签
• 核心标签: long_hair, animal_ears, black_hair, dog_ears, dog_girl, halo, breasts, goggles_on_head, dog_tail, tail, yellow_halo, blue_eyes, eyewear_on_head, medium_breasts, ponytail

数据集下载

• raw: 500张图像, 925.73 MiB

  • 下载链接: raw
  • 类型: Waifuc-Raw
  • 描述: 包含元信息的原始数据（最小边对齐到1400像素，如果更大）

• 1200: 500张图像, 763.90 MiB

  • 下载链接: 1200
  • 类型: IMG+TXT
  • 描述: 短边不超过1200像素的数据集

• stage3-p480-1200: 1411张图像, 1.60 GiB

  • 下载链接: stage3-p480-1200
  • 类型: IMG+TXT
  • 描述: 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

  下载原始档案文件

  zip_file = hf_hub_download( repo_id=CyberHarem/hibiki_bluearchive, 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])

数据集集群列表

• 集群示例:
  • 集群0: 6个样本, 包含标签: 1girl, bare_shoulders, blue_sky, blush, cleavage, confetti, crop_top, day, goggles, holding_pom_poms, looking_at_viewer, midriff, millennium_cheerleader_outfit_(blue_archive), miniskirt, navel, official_alternate_costume, outdoors, pleated_skirt, solo, stomach, white_skirt, arm_up, large_breasts, open_mouth, armpits, thighs, cloud, sticker_on_face, sweat
  • 集群1: 5个样本, 包含标签: 1girl, bare_shoulders, cleavage, cowboy_shot, crop_top, goggles, holding_pom_poms, looking_at_viewer, midriff, millennium_cheerleader_outfit_(blue_archive), miniskirt, navel, official_alternate_costume, pleated_skirt, solo, sticker_on_face, stomach, white_skirt, blush, open_mouth, simple_background
  • 集群2: 14个样本, 包含标签: 1girl, bare_shoulders, blush, crop_top, goggles, holding_pom_poms, midriff, millennium_cheerleader_outfit_(blue_archive), navel, official_alternate_costume, pleated_skirt, simple_background, solo, white_background, white_skirt, cleavage, looking_at_viewer, miniskirt, cowboy_shot, open_mouth, stomach, large_breasts, sticker_on_face
  • 集群3: 5个样本, 包含标签: 1girl, bare_shoulders, blush, crop_top, goggles, holding_pom_poms, looking_at_viewer, midriff, millennium_cheerleader_outfit_(blue_archive), miniskirt, navel, official_alternate_costume, pleated_skirt, simple_background, sneakers, solo, white_background, white_footwear, white_skirt, cleavage, stomach, full_body, open_mouth
  • 集群4: 8个样本, 包含标签: 1girl, ass, bare_shoulders, blue_sky, blush, crop_top, goggles, holding_pom_poms, looking_at_viewer, looking_back, millennium_cheerleader_outfit_(blue_archive), miniskirt, official_alternate_costume, solo, thighs, white_panties, white_skirt, day, from_behind, outdoors, sticker_on_face, sweat, open_mouth, pleated_skirt, cloud, cowboy_shot, star_sticker, confetti, standing
  • 集群5: 5个样本, 包含标签: 1boy, 1girl, bare_shoulders, blush, clothed_sex, crop_top, goggles, hetero, midriff, millennium_cheerleader_outfit_(blue_archive), miniskirt, navel, official_alternate_costume, pleated_skirt, solo_focus, sweat, white_skirt, cleavage, cowgirl_position, girl_on_top, holding_pom_poms, open_mouth, sticker_on_face, stomach, vaginal, clothed_female_nude_male, looking_at_viewer, penis, spread_legs, large_breasts, mosaic_censoring, no_panties, pov, pussy
  • 集群6: 8个样本, 包含标签: 1girl, closed_mouth, fishnet_pantyhose, goggles, sitting, solo, blush, hair_ornament, looking_at_viewer, off_shoulder, black_footwear, boots, long_sleeves, simple_background, bare_shoulders, collar, dog_tags, purple_eyes, white_background, white_jacket, black_shorts, full_body, twintails