CyberHarem/9a_91_girlsfrontline

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

# Dataset of 9a_91/9A-91/9A-91 (Girls' Frontline)

This is the dataset of 9a_91/9A-91/9A-91 (Girls' Frontline), containing 413 images and their tags.

The core tags of this character are `long_hair, blue_eyes, hair_ornament, breasts, hair_between_eyes, bangs, star_hair_ornament, medium_breasts, very_long_hair, hat, beret, white_hair, red_headwear, grey_hair`, 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 | 413 | 593.82 MiB | [Download](https://huggingface.co/datasets/CyberHarem/9a_91_girlsfrontline/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 413 | 311.03 MiB | [Download](https://huggingface.co/datasets/CyberHarem/9a_91_girlsfrontline/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 1041 | 695.41 MiB | [Download](https://huggingface.co/datasets/CyberHarem/9a_91_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 413 | 513.65 MiB | [Download](https://huggingface.co/datasets/CyberHarem/9a_91_girlsfrontline/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 1041 | 999.58 MiB | [Download](https://huggingface.co/datasets/CyberHarem/9a_91_girlsfrontline/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/9a_91_girlsfrontline',
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 | 9 |  |  |  |  |  | 1girl, navel, nipples, 1boy, hetero, open_mouth, spread_legs, star_(symbol), blush, completely_nude, solo_focus, looking_at_viewer, penis, sex, vaginal, cum_in_pussy, on_back, bed_sheet, sweat, uncensored |
| 1 | 14 |  |  |  |  |  | 1girl, black_panties, blush, looking_at_viewer, red_scarf, solo, star_(symbol), blue_dress, navel, see-through, simple_background, white_background, black_thighhighs, smile, closed_mouth, short_sleeves, brown_gloves, cowboy_shot, pouch, puffy_sleeves, side-tie_panties |
| 2 | 26 |  |  |  |  |  | 1girl, black_panties, blue_dress, gloves, red_scarf, see-through, solo, star_(symbol), assault_rifle, thighhighs, holding_gun, looking_at_viewer, navel, ammunition_pouch, blush, closed_mouth, short_sleeves, trigger_discipline |
| 3 | 8 |  |  |  |  |  | 1girl, looking_at_viewer, red_scarf, solo, star_(symbol), upper_body, blush, simple_background, brown_gloves, puffy_short_sleeves, blue_dress, white_background, closed_mouth, sidelocks, navel, open_mouth, smile |
| 4 | 5 |  |  |  |  |  | 1girl, blush, juliet_sleeves, looking_at_viewer, maid_headdress, solo, white_thighhighs, dress_lift, frills, garter_straps, lifted_by_self, alternate_costume, black_footwear, closed_mouth, hairclip, simple_background, waist_apron, white_panties, black_dress, cleavage, garter_belt, knee_boots, pink_panties, white_apron, white_background |
| 5 | 19 |  |  |  |  |  | 1girl, looking_at_viewer, maid_headdress, solo, blush, hairclip, frills, white_background, ponytail, juliet_sleeves, simple_background, white_thighhighs, official_alternate_costume, waist_apron, garter_straps, smile, closed_mouth, hair_bow, open_mouth, cleavage |
| 6 | 5 |  |  |  |  |  | 1girl, ass, blush, looking_at_viewer, ponytail, solo, white_thighhighs, maid_headdress, white_background, garter_belt, garter_straps, sitting, waist_apron, cleavage, enmaided, juliet_sleeves, open_mouth, simple_background, white_panties |
| 7 | 13 |  |  |  |  |  | 1girl, solo, blush, looking_at_viewer, smile, hair_flower, floral_print, wide_sleeves, hakama_skirt, open_mouth, happy_new_year, long_sleeves, side_ponytail, blue_kimono, closed_mouth, official_alternate_costume |
| 8 | 6 |  |  |  |  |  | 1girl, detached_collar, looking_at_viewer, playboy_bunny, rabbit_ears, rabbit_tail, solo, strapless_leotard, cleavage, fake_animal_ears, star_(symbol), wrist_cuffs, alternate_costume, bare_shoulders, black_leotard, blush, highleg_leotard, simple_background, black_pantyhose, brown_pantyhose, closed_mouth, covered_navel, cowboy_shot, fake_tail, hairband, red_bowtie, rifle, white_background |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | navel | nipples | 1boy | hetero | open_mouth | spread_legs | star_(symbol) | blush | completely_nude | solo_focus | looking_at_viewer | penis | sex | vaginal | cum_in_pussy | on_back | bed_sheet | sweat | uncensored | black_panties | red_scarf | solo | blue_dress | see-through | simple_background | white_background | black_thighhighs | smile | closed_mouth | short_sleeves | brown_gloves | cowboy_shot | pouch | puffy_sleeves | side-tie_panties | gloves | assault_rifle | thighhighs | holding_gun | ammunition_pouch | trigger_discipline | upper_body | puffy_short_sleeves | sidelocks | juliet_sleeves | maid_headdress | white_thighhighs | dress_lift | frills | garter_straps | lifted_by_self | alternate_costume | black_footwear | hairclip | waist_apron | white_panties | black_dress | cleavage | garter_belt | knee_boots | pink_panties | white_apron | ponytail | official_alternate_costume | hair_bow | ass | sitting | enmaided | hair_flower | floral_print | wide_sleeves | hakama_skirt | happy_new_year | long_sleeves | side_ponytail | blue_kimono | detached_collar | playboy_bunny | rabbit_ears | rabbit_tail | strapless_leotard | fake_animal_ears | wrist_cuffs | bare_shoulders | black_leotard | highleg_leotard | black_pantyhose | brown_pantyhose | covered_navel | fake_tail | hairband | red_bowtie | rifle |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:----------|:-------|:---------|:-------------|:--------------|:----------------|:--------|:------------------|:-------------|:--------------------|:--------|:------|:----------|:---------------|:----------|:------------|:--------|:-------------|:----------------|:------------|:-------|:-------------|:--------------|:--------------------|:-------------------|:-------------------|:--------|:---------------|:----------------|:---------------|:--------------|:--------|:----------------|:-------------------|:---------|:----------------|:-------------|:--------------|:-------------------|:---------------------|:-------------|:----------------------|:------------|:-----------------|:-----------------|:-------------------|:-------------|:---------|:----------------|:-----------------|:--------------------|:-----------------|:-----------|:--------------|:----------------|:--------------|:-----------|:--------------|:-------------|:---------------|:--------------|:-----------|:-----------------------------|:-----------|:------|:----------|:-----------|:--------------|:---------------|:---------------|:---------------|:-----------------|:---------------|:----------------|:--------------|:------------------|:----------------|:--------------|:--------------|:--------------------|:-------------------|:--------------|:-----------------|:----------------|:------------------|:------------------|:------------------|:----------------|:------------|:-----------|:-------------|:--------|
| 0 | 9 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 14 |  |  |  |  |  | X | X | | | | | | X | X | | | X | | | | | | | | | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 26 |  |  |  |  |  | X | X | | | | | | X | X | | | X | | | | | | | | | X | X | X | X | X | | | | | X | X | | | | | | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 8 |  |  |  |  |  | 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 | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 5 | 19 |  |  |  |  |  | X | | | | | X | | | X | | | X | | | | | | | | | | | X | | | X | X | | X | X | | | | | | | | | | | | | | | | X | X | X | | X | X | | | | X | X | | | X | | | | | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 6 | 5 |  |  |  |  |  | X | | | | | X | | | X | | | X | | | | | | | | | | | X | | | X | X | | | | | | | | | | | | | | | | | | | X | X | X | | | X | | | | | X | X | | X | X | | | | X | | | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | |
| 7 | 13 |  |  |  |  |  | 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 | 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：9a_91/9A-91/9A-91 (Girls Frontline)

数据集基本信息

• 名称：9a_91/9A-91/9A-91 (Girls Frontline)
• 包含内容：413张图像及其标签
• 核心标签：long_hair, blue_eyes, hair_ornament, breasts, hair_between_eyes, bangs, star_hair_ornament, medium_breasts, very_long_hair, hat, beret, white_hair, red_headwear, grey_hair
• 许可证：MIT
• 任务类别：text-to-image
• 标签：art, not-for-all-audiences
• 大小类别：n<1K

数据集内容详情

• 图像来源：从多个网站（如danbooru, pixiv, zerochan等）自动爬取
• 数据集包：
  • raw：413张图像，593.82 MiB，包含元信息
  • 800：413张图像，311.03 MiB，短边不超过800像素
  • stage3-p480-800：1041张图像，695.41 MiB，区域不小于480x480像素
  • 1200：413张图像，513.65 MiB，短边不超过1200像素
  • stage3-p480-1200：1041张图像，999.58 MiB，区域不小于480x480像素

数据集使用

• 加载方式：支持通过waifuc加载原始数据集
• 示例代码：提供Python代码用于下载和提取数据集，以便使用waifuc加载

数据集标签集群

• 集群列表：提供多个标签集群，每个集群包含特定标签的图像样本及其详细标签信息

以上信息为数据集9a_91/9A-91/9A-91 (Girls Frontline)的概述，涵盖了数据集的基本信息、内容详情、使用方法及标签集群的描述。