CyberHarem/gr_mk23_girlsfrontline

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

# Dataset of gr_mk23/GrMk23/Mk23 (Girls' Frontline)

This is the dataset of gr_mk23/GrMk23/Mk23 (Girls' Frontline), containing 96 images and their tags.

The core tags of this character are `long_hair, brown_hair, breasts, multicolored_hair, blue_eyes, streaked_hair, heterochromia, earrings, animal_ears, red_eyes, heart_earrings, tail, bangs, cat_ears, medium_breasts, pink_hair, cat_tail, fang, two_side_up`, 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 | 96 | 128.55 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gr_mk23_girlsfrontline/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 96 | 73.81 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gr_mk23_girlsfrontline/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 230 | 157.95 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gr_mk23_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 96 | 113.96 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gr_mk23_girlsfrontline/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 230 | 222.55 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gr_mk23_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/gr_mk23_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 | 10 |  |  |  |  |  | 1girl, heart, jewelry, looking_at_viewer, solo, white_shirt, blush, collared_shirt, white_background, hairclip, open_mouth, simple_background, smile, long_sleeves, off_shoulder, pleated_skirt, purple_bowtie, x_hair_ornament, black_choker, plaid_skirt, purple_skirt, open_jacket, pink_jacket, school_uniform, very_long_hair |
| 1 | 5 |  |  |  |  |  | 1girl, choker, heart, jewelry, looking_at_viewer, nail_polish, open_mouth, solo, cleavage, large_breasts, white_shirt, blush, bowtie, hairclip, pink_eyes, x_hair_ornament, :d, collarbone, long_sleeves, pink_nails, purple_skirt, school_uniform, skin_fang, sleeves_past_wrists |
| 2 | 17 |  |  |  |  |  | 1girl, heart, jewelry, looking_at_viewer, solo, smile, blush, cleavage, simple_background, jingle_bell, neck_bell, fingerless_gloves, white_background, open_mouth, white_thighhighs, black_gloves, choker, sitting, skirt, tail_bell, bra, clothing_cutout, collarbone |
| 3 | 10 |  |  |  |  |  | 1girl, looking_at_viewer, solo, black_gloves, china_dress, cleavage, double_bun, blush, jewelry, smile, white_dress, heart, covered_navel, open_mouth, very_long_hair, bare_shoulders, clothing_cutout, handgun, heckler_&_koch, single_elbow_glove, uneven_gloves |
| 4 | 10 |  |  |  |  |  | blush, jewelry, wedding_dress, white_dress, white_gloves, 1girl, bridal_veil, elbow_gloves, heart, solo, cleavage, looking_at_viewer, smile, strapless_dress, tiara, official_alternate_costume, open_mouth, bride, hair_ornament, pink_rose, bare_shoulders, bridal_garter, holding_bouquet, very_long_hair, full_body, gun, heckler_&_koch, simple_background, white_background, white_footwear |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | heart | jewelry | looking_at_viewer | solo | white_shirt | blush | collared_shirt | white_background | hairclip | open_mouth | simple_background | smile | long_sleeves | off_shoulder | pleated_skirt | purple_bowtie | x_hair_ornament | black_choker | plaid_skirt | purple_skirt | open_jacket | pink_jacket | school_uniform | very_long_hair | choker | nail_polish | cleavage | large_breasts | bowtie | pink_eyes | :d | collarbone | pink_nails | skin_fang | sleeves_past_wrists | jingle_bell | neck_bell | fingerless_gloves | white_thighhighs | black_gloves | sitting | skirt | tail_bell | bra | clothing_cutout | china_dress | double_bun | white_dress | covered_navel | bare_shoulders | handgun | heckler_&_koch | single_elbow_glove | uneven_gloves | wedding_dress | white_gloves | bridal_veil | elbow_gloves | strapless_dress | tiara | official_alternate_costume | bride | hair_ornament | pink_rose | bridal_garter | holding_bouquet | full_body | gun | white_footwear |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:----------|:--------------------|:-------|:--------------|:--------|:-----------------|:-------------------|:-----------|:-------------|:--------------------|:--------|:---------------|:---------------|:----------------|:----------------|:------------------|:---------------|:--------------|:---------------|:--------------|:--------------|:-----------------|:-----------------|:---------|:--------------|:-----------|:----------------|:---------|:------------|:-----|:-------------|:-------------|:------------|:----------------------|:--------------|:------------|:--------------------|:-------------------|:---------------|:----------|:--------|:------------|:------|:------------------|:--------------|:-------------|:--------------|:----------------|:-----------------|:----------|:-----------------|:---------------------|:----------------|:----------------|:---------------|:--------------|:---------------|:------------------|:--------|:-----------------------------|:--------|:----------------|:------------|:----------------|:------------------|:------------|:------|:-----------------|
| 0 | 10 |  |  |  |  |  | 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 | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 17 |  |  |  |  |  | X | X | X | X | X | | X | | X | | X | X | X | | | | | | | | | | | | | X | | X | | | | | X | | | | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 10 |  |  |  |  |  | X | X | X | X | X | | X | | | | X | | X | | | | | | | | | | | | X | | | X | | | | | | | | | | | | | X | | | | | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | |
| 4 | 10 |  |  |  |  |  | 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 |

原始信息汇总

数据集概述

名称： Dataset of gr_mk23/GrMk23/Mk23 (Girls Frontline)

内容： 包含96张图像及其标签。

核心标签：

• long_hair, brown_hair, breasts, multicolored_hair, blue_eyes, streaked_hair, heterochromia, earrings, animal_ears, red_eyes, heart_earrings, tail, bangs, cat_ears, medium_breasts, pink_hair, cat_tail, fang, two_side_up

数据来源： 图像从多个网站爬取，如danbooru, pixiv, zerochan等，由DeepGHS Team的自动爬虫系统收集。

许可证： MIT

任务类别： text-to-image

标签：

• art
• not-for-all-audiences

大小类别： n<1K

数据集包列表

名称	图像数量	大小	下载链接	类型	描述
raw	96	128.55 MiB	下载	Waifuc-Raw	包含元信息的原始数据（如果图像较大，则最小边对齐到1400像素）
800	96	73.81 MiB	下载	IMG+TXT	短边不超过800像素的图像数据集
stage3-p480-800	230	157.95 MiB	下载	IMG+TXT	区域不小于480x480像素的三阶段裁剪数据集
1200	96	113.96 MiB	下载	IMG+TXT	短边不超过1200像素的图像数据集
stage3-p480-1200	230	222.55 MiB	下载	IMG+TXT	区域不小于480x480像素的三阶段裁剪数据集

集群列表

#	样本数	Img-1	Img-2	Img-3	Img-4	Img-5	标签
0	10						1girl, heart, jewelry, looking_at_viewer, solo, white_shirt, blush, collared_shirt, white_background, hairclip, open_mouth, simple_background, smile, long_sleeves, off_shoulder, pleated_skirt, purple_bowtie, x_hair_ornament, black_choker, plaid_skirt, purple_skirt, open_jacket, pink_jacket, school_uniform, very_long_hair
1	5						1girl, choker, heart, jewelry, looking_at_viewer, nail_polish, open_mouth, solo, cleavage, large_breasts, white_shirt, blush, bowtie, hairclip, pink_eyes, x_hair_ornament, :d, collarbone, long_sleeves, pink_nails, purple_skirt, school_uniform, skin_fang, sleeves_past_wrists
2	17						1girl, heart, jewelry, looking_at_viewer, solo, smile, blush, cleavage, simple_background, jingle_bell, neck_bell, fingerless_gloves, white_background, open_mouth, white_thighhighs, black_gloves, choker, sitting, skirt, tail_bell, bra, clothing_cutout, collarbone
3	10						1girl, looking_at_viewer, solo, black_gloves, china_dress, cleavage, double_bun, blush, jewelry, smile, white_dress, heart, covered_navel, open_mouth, very_long_hair, bare_shoulders, clothing_cutout, handgun, heckler_&_koch, single_elbow_glove, uneven_gloves
4	10						blush, jewelry, wedding_dress, white_dress, white_gloves, 1girl, bridal_veil, elbow_gloves, heart, solo, cleavage, looking_at_viewer, smile, strapless_dress, tiara, official_alternate_costume, open_mouth, bride, hair_ornament, pink_rose, bare_shoulders, bridal_garter, holding_bouquet, very_long_hair, full_body, gun, heckler_&_koch, simple_background, white_background, white_footwear