CyberHarem/five_seven_girlsfrontline

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

# Dataset of five_seven/Five-seven/FN-57 (Girls' Frontline)

This is the dataset of five_seven/Five-seven/FN-57 (Girls' Frontline), containing 300 images and their tags.

The core tags of this character are `long_hair, hair_ornament, breasts, ponytail, ribbon, bow, bangs, hair_ribbon, brown_eyes, large_breasts, very_long_hair, black_bow, sidelocks, yellow_eyes, earrings, high_ponytail, white_hair, hair_between_eyes, 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 | 300 | 379.18 MiB | [Download](https://huggingface.co/datasets/CyberHarem/five_seven_girlsfrontline/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 300 | 205.61 MiB | [Download](https://huggingface.co/datasets/CyberHarem/five_seven_girlsfrontline/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 774 | 467.00 MiB | [Download](https://huggingface.co/datasets/CyberHarem/five_seven_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 300 | 330.52 MiB | [Download](https://huggingface.co/datasets/CyberHarem/five_seven_girlsfrontline/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 774 | 669.82 MiB | [Download](https://huggingface.co/datasets/CyberHarem/five_seven_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/five_seven_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 | 17 |  |  |  |  |  | 1girl, bare_shoulders, black_jacket, black_skirt, looking_at_viewer, off_shoulder, pleated_skirt, solo, white_shirt, blush, simple_background, sleeveless_shirt, smile, cowboy_shot, frills, open_jacket, white_background, bowtie, miniskirt, closed_mouth, thigh_strap, crescent_earrings, long_sleeves |
| 1 | 18 |  |  |  |  |  | 1girl, bare_shoulders, black_jacket, off_shoulder, sleeveless_shirt, solo, white_shirt, black_skirt, handgun, holding_gun, looking_at_viewer, pleated_skirt, smile, thigh_strap, open_jacket, blush, frills, white_background, closed_mouth, simple_background, trigger_discipline, blouse, miniskirt, black_bowtie, black_ribbon, character_name, thighs, crescent_earrings |
| 2 | 7 |  |  |  |  |  | 1girl, aged_down, bare_shoulders, black_ribbon, blush, closed_mouth, looking_at_viewer, official_alternate_costume, sleeveless_dress, smile, solo, twintails, white_dress, ahoge, dress_lift, lifted_by_self, simple_background, black_panties, fingernails, hand_up, white_thighhighs, head_tilt, side-tie_panties, :q, black_collar, crescent_earrings, heart, index_finger_raised, white_background |
| 3 | 5 |  |  |  |  |  | 1girl, aged_down, blush, ferret, looking_at_viewer, official_alternate_costume, sleeveless_dress, solo, twintails, white_dress, white_thighhighs, :d, ahoge, animal, bare_shoulders, black_ribbon, crescent_earrings, open_mouth, sparkle, black_footwear, bowtie, full_body, single_earring, white_background, arm_up, belt_pouch, black_collar, character_name, frills, hand_up, handgun, mary_janes, side-tie_panties, sitting, wristband |
| 4 | 14 |  |  |  |  |  | 1girl, black_bikini, bowtie, cleavage, navel, official_alternate_costume, solo, white_background, bare_shoulders, multi-strapped_bikini, simple_background, blush, skindentation, detached_collar, front-tie_bikini_top, looking_at_viewer, side-tie_bikini_bottom, collarbone, halterneck, smile, standing, thigh_strap, cowboy_shot, thigh_ribbon, highleg_bikini, bare_arms, closed_mouth, stomach, thighs, string_bikini, groin, open_mouth |
| 5 | 8 |  |  |  |  |  | 1boy, blush, hetero, solo_focus, 1girl, penis, black_bikini, nipples, pussy, vaginal, bikini_bottom_aside, bowtie, official_alternate_costume, bar_censor, detached_collar, looking_at_viewer, navel, on_back, open_mouth, dark-skinned_male, pov, pubic_hair, rabbit_ears, sex_from_behind, skindentation, spread_legs, thigh_strap, thighs |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | bare_shoulders | black_jacket | black_skirt | looking_at_viewer | off_shoulder | pleated_skirt | solo | white_shirt | blush | simple_background | sleeveless_shirt | smile | cowboy_shot | frills | open_jacket | white_background | bowtie | miniskirt | closed_mouth | thigh_strap | crescent_earrings | long_sleeves | handgun | holding_gun | trigger_discipline | blouse | black_bowtie | black_ribbon | character_name | thighs | aged_down | official_alternate_costume | sleeveless_dress | twintails | white_dress | ahoge | dress_lift | lifted_by_self | black_panties | fingernails | hand_up | white_thighhighs | head_tilt | side-tie_panties | :q | black_collar | heart | index_finger_raised | ferret | :d | animal | open_mouth | sparkle | black_footwear | full_body | single_earring | arm_up | belt_pouch | mary_janes | sitting | wristband | black_bikini | cleavage | navel | multi-strapped_bikini | skindentation | detached_collar | front-tie_bikini_top | side-tie_bikini_bottom | collarbone | halterneck | standing | thigh_ribbon | highleg_bikini | bare_arms | stomach | string_bikini | groin | 1boy | hetero | solo_focus | penis | nipples | pussy | vaginal | bikini_bottom_aside | bar_censor | on_back | dark-skinned_male | pov | pubic_hair | rabbit_ears | sex_from_behind | spread_legs |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:---------------|:--------------|:--------------------|:---------------|:----------------|:-------|:--------------|:--------|:--------------------|:-------------------|:--------|:--------------|:---------|:--------------|:-------------------|:---------|:------------|:---------------|:--------------|:--------------------|:---------------|:----------|:--------------|:---------------------|:---------|:---------------|:---------------|:-----------------|:---------|:------------|:-----------------------------|:-------------------|:------------|:--------------|:--------|:-------------|:-----------------|:----------------|:--------------|:----------|:-------------------|:------------|:-------------------|:-----|:---------------|:--------|:----------------------|:---------|:-----|:---------|:-------------|:----------|:-----------------|:------------|:-----------------|:---------|:-------------|:-------------|:----------|:------------|:---------------|:-----------|:--------|:------------------------|:----------------|:------------------|:-----------------------|:-------------------------|:-------------|:-------------|:-----------|:---------------|:-----------------|:------------|:----------|:----------------|:--------|:-------|:---------|:-------------|:--------|:----------|:--------|:----------|:----------------------|:-------------|:----------|:--------------------|:------|:-------------|:--------------|:------------------|:--------------|
| 0 | 17 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 18 |  |  |  |  |  | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 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 | 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 | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 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 | X | X | X | X | | | | | | | | | | | | | | | | |
| 5 | 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 |

原始信息汇总

数据集概述

数据集名称

• 名称: five_seven/Five-seven/FN-57 (Girls Frontline)

数据集内容

• 内容: 包含300张图像及其标签。
• 核心标签: long_hair, hair_ornament, breasts, ponytail, ribbon, bow, bangs, hair_ribbon, brown_eyes, large_breasts, very_long_hair, black_bow, sidelocks, yellow_eyes, earrings, high_ponytail, white_hair, hair_between_eyes, grey_hair

数据集来源

• 来源: 图像从多个网站（如danbooru, pixiv, zerochan等）爬取。
• 爬取系统: 由DeepGHS Team提供技术支持。

数据集版本

• 版本: 提供多个版本，每个版本具有不同的图像尺寸和格式。

版本名称	图像数量	大小	下载链接	类型	描述
raw	300	379.18 MiB	下载	Waifuc-Raw	原始数据，包含元信息（最小边对齐到1400像素）
800	300	205.61 MiB	下载	IMG+TXT	短边不超过800像素的数据集
stage3-p480-800	774	467.00 MiB	下载	IMG+TXT	三阶段裁剪，区域不小于480x480像素的数据集
1200	300	330.52 MiB	下载	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	774	669.82 MiB	下载	IMG+TXT	三阶段裁剪，区域不小于480x480像素的数据集

数据集使用

• 加载工具: 提供使用waifuc加载原始数据集的方法。

数据集标签集群

• 集群列表: 提供标签集群结果，可能包含可挖掘的服装信息。

数据集标签集群详情

集群编号	样本数	标签示例
0	17	1girl, bare_shoulders, black_jacket, black_skirt, looking_at_viewer, off_shoulder, pleated_skirt, solo, white_shirt, blush, simple_background, sleeveless_shirt, smile, cowboy_shot, frills, open_jacket, white_background, bowtie, miniskirt, closed_mouth, thigh_strap, crescent_earrings, long_sleeves
1	18	1girl, bare_shoulders, black_jacket, off_shoulder, sleeveless_shirt, solo, white_shirt, black_skirt, handgun, holding_gun, looking_at_viewer, pleated_skirt, smile, thigh_strap, open_jacket, blush, frills, white_background, closed_mouth, simple_background, trigger_discipline, blouse, miniskirt, black_bowtie, black_ribbon, character_name, thighs
2	7	1girl, aged_down, bare_shoulders, black_ribbon, blush, closed_mouth, looking_at_viewer, official_alternate_costume, sleeveless_dress, smile, solo, twintails, white_dress, ahoge, dress_lift, lifted_by_self, simple_background, black_panties, fingernails, hand_up, white_thighhighs, head_tilt, side-tie_panties, :q, black_collar, crescent_earrings, heart, index_finger_raised
3	5	1girl, aged_down, blush, ferret, looking_at_viewer, official_alternate_costume, sleeveless_dress, solo, twintails, white_dress, white_thighhighs, :d, ahoge, animal, bare_shoulders, black_ribbon, crescent_earrings, open_mouth, sparkle, black_footwear, bowtie, full_body, single_earring, white_background, arm_up, belt_pouch, black_collar, character_name, frills, hand_up, handgun, mary_janes, side-tie_panties, sitting, wristband
4	14	1girl, black_bikini, bowtie, cleavage, navel, official_alternate_costume, solo, white_background, bare_shoulders, multi-strapped_bikini, simple_background, blush, skindentation, detached_collar, front-tie_bikini_top, looking_at_viewer, side-tie_bikini_bottom, collarbone, halterneck, smile, standing, thigh_strap, cowboy_shot, thigh_ribbon, highleg_bikini, bare_arms, closed_mouth, stomach, thighs, string_bikini, groin
5	8	1boy, blush, hetero, solo_focus, 1girl, penis, black_bikini, nipples, pussy, vaginal, bikini_bottom_aside, bowtie, official_alternate_costume, bar_censor, detached_collar, looking_at_viewer, navel, on_back, open_mouth, dark-skinned_male, pov, pubic_hair, rabbit_ears, sex_from_behind, skindentation, spread_legs, thigh_strap, thighs