CyberHarem/negev_girlsfrontline

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

# Dataset of negev/ネゲヴ/内格夫 (Girls' Frontline)

This is the dataset of negev/ネゲヴ/内格夫 (Girls' Frontline), containing 407 images and their tags.

The core tags of this character are `long_hair, pink_hair, red_eyes, hair_ornament, braid, bow, bangs, hair_bow, hairclip, red_bow, ribbon, one_side_up, hair_between_eyes, hair_ribbon, breasts`, 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 | 407 | 563.25 MiB | [Download](https://huggingface.co/datasets/CyberHarem/negev_girlsfrontline/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 407 | 298.79 MiB | [Download](https://huggingface.co/datasets/CyberHarem/negev_girlsfrontline/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 1012 | 673.01 MiB | [Download](https://huggingface.co/datasets/CyberHarem/negev_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 407 | 483.04 MiB | [Download](https://huggingface.co/datasets/CyberHarem/negev_girlsfrontline/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 1012 | 992.57 MiB | [Download](https://huggingface.co/datasets/CyberHarem/negev_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/negev_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 | 19 |  |  |  |  |  | 1girl, blush, star_of_david, 1boy, collarbone, hetero, nude, simple_background, solo_focus, penis, white_background, smile, looking_at_viewer, mosaic_censoring, nipples, open_mouth, medium_breasts, navel, pussy, tongue_out, large_breasts |
| 1 | 6 |  |  |  |  |  | 1girl, blush, looking_at_viewer, red_ribbon, simple_background, solo, star_of_david, white_gloves, white_skirt, jacket, smile, white_background, closed_mouth, black_pantyhose |
| 2 | 9 |  |  |  |  |  | 1girl, blush, long_sleeves, looking_at_viewer, solo, star_of_david, white_gloves, white_skirt, black_pantyhose, jacket, open_mouth, red_ribbon, simple_background, pleated_skirt, shirt, side_braid, :d, bowtie, cowboy_shot, hand_on_hip |
| 3 | 11 |  |  |  |  |  | 1girl, black_pantyhose, holding_gun, looking_at_viewer, machine_gun, smile, solo, star_of_david, white_gloves, white_skirt, blush, jacket, pleated_skirt, simple_background, white_background, red_ribbon, ammunition_belt, full_body, leg_ribbon, shoes |
| 4 | 11 |  |  |  |  |  | 1girl, shirt, simple_background, smile, solo, star_of_david, upper_body, blush, looking_at_viewer, red_ribbon, white_background, bowtie, closed_mouth, collared_jacket |
| 5 | 10 |  |  |  |  |  | 1girl, blush, looking_at_viewer, navel, smile, solo, collarbone, simple_background, star_of_david, medium_breasts, white_background, white_bikini, bare_shoulders, cleavage, open_mouth, stomach, halterneck, thighs |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | blush | star_of_david | 1boy | collarbone | hetero | nude | simple_background | solo_focus | penis | white_background | smile | looking_at_viewer | mosaic_censoring | nipples | open_mouth | medium_breasts | navel | pussy | tongue_out | large_breasts | red_ribbon | solo | white_gloves | white_skirt | jacket | closed_mouth | black_pantyhose | long_sleeves | pleated_skirt | shirt | side_braid | :d | bowtie | cowboy_shot | hand_on_hip | holding_gun | machine_gun | ammunition_belt | full_body | leg_ribbon | shoes | upper_body | collared_jacket | white_bikini | bare_shoulders | cleavage | stomach | halterneck | thighs |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:----------------|:-------|:-------------|:---------|:-------|:--------------------|:-------------|:--------|:-------------------|:--------|:--------------------|:-------------------|:----------|:-------------|:-----------------|:--------|:--------|:-------------|:----------------|:-------------|:-------|:---------------|:--------------|:---------|:---------------|:------------------|:---------------|:----------------|:--------|:-------------|:-----|:---------|:--------------|:--------------|:--------------|:--------------|:------------------|:------------|:-------------|:--------|:-------------|:------------------|:---------------|:-----------------|:-----------|:----------|:-------------|:---------|
| 0 | 19 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 6 |  |  |  |  |  | X | X | X | | | | | X | | | X | X | X | | | | | | | | | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 9 |  |  |  |  |  | X | X | X | | | | | X | | | | | X | | | X | | | | | | X | X | X | X | X | | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | |
| 3 | 11 |  |  |  |  |  | X | X | X | | | | | X | | | X | X | X | | | | | | | | | X | X | X | X | X | | X | | X | | | | | | | X | X | X | X | X | X | | | | | | | | |
| 4 | 11 |  |  |  |  |  | X | X | X | | | | | X | | | X | X | X | | | | | | | | | X | X | | | | X | | | | X | | | X | | | | | | | | | X | X | | | | | | |
| 5 | 10 |  |  |  |  |  | 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

数据集信息

• 名称: Dataset of negev/ネゲヴ/内格夫 (Girls Frontline)
• 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

• 图像数量: 407张
• 核心标签: long_hair, pink_hair, red_eyes, hair_ornament, braid, bow, bangs, hair_bow, hairclip, red_bow, ribbon, one_side_up, hair_between_eyes, hair_ribbon, breasts

数据集包列表

名称	图像数量	大小	类型	描述
raw	407	563.25 MiB	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）。
800	407	298.79 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	1012	673.01 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	407	483.04 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	1012	992.57 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。

标签聚类结果

原始文本版本

#	样本数量	图像示例	标签
0	19		1girl, blush, star_of_david, 1boy, collarbone, hetero, nude, simple_background, solo_focus, penis, white_background, smile, looking_at_viewer, mosaic_censoring, nipples, open_mouth, medium_breasts, navel, pussy, tongue_out, large_breasts
1	6		1girl, blush, looking_at_viewer, red_ribbon, simple_background, solo, star_of_david, white_gloves, white_skirt, jacket, smile, white_background, closed_mouth, black_pantyhose
2	9		1girl, blush, long_sleeves, looking_at_viewer, solo, star_of_david, white_gloves, white_skirt, black_pantyhose, jacket, open_mouth, red_ribbon, simple_background, pleated_skirt, shirt, side_braid, :d, bowtie, cowboy_shot, hand_on_hip
3	11		1girl, black_pantyhose, holding_gun, looking_at_viewer, machine_gun, smile, solo, star_of_david, white_gloves, white_skirt, blush, jacket, pleated_skirt, simple_background, white_background, red_ribbon, ammunition_belt, full_body, leg_ribbon, shoes
4	11		1girl, shirt, simple_background, smile, solo, star_of_david, upper_body, blush, looking_at_viewer, red_ribbon, white_background, bowtie, closed_mouth, collared_jacket
5	10		1girl, blush, looking_at_viewer, navel, smile, solo, collarbone, simple_background, star_of_david, medium_breasts, white_background, white_bikini, bare_shoulders, cleavage, open_mouth, stomach, halterneck, thighs