CyberHarem/m1911_girlsfrontline

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

# Dataset of m1911/M1911/M1911 (Girls' Frontline)

This is the dataset of m1911/M1911/M1911 (Girls' Frontline), containing 35 images and their tags.

The core tags of this character are `blonde_hair, blue_eyes, short_hair, ahoge, breasts, large_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 | 35 | 56.51 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m1911_girlsfrontline/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 35 | 26.38 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m1911_girlsfrontline/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 90 | 59.60 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m1911_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 35 | 47.73 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m1911_girlsfrontline/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 90 | 96.14 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m1911_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/m1911_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 | 20 |  |  |  |  |  | 1girl, solo, looking_at_viewer, holding_gun, necktie, jacket, smile, thighhighs, white_background, american_flag, belt, hair_ornament, m1911, white_shirt, open_mouth, simple_background, star_(symbol), white_gloves, flag_print, pleated_skirt, white_skirt |
| 1 | 5 |  |  |  |  |  | 1girl, blush, looking_at_viewer, solo, white_gloves, bare_shoulders, blue_dress, cleavage, collarbone, elbow_gloves, hairband, smile, white_background, bangs, barefoot, necklace, official_alternate_costume, simple_background, single_thighhigh, soles, toes, armpits, ass, asymmetrical_gloves, black_choker, blue_choker, blue_ribbon, blue_rose, closed_mouth, covered_navel, fang, feet_up, hair_ribbon, legs, medium_breasts, one_eye_closed, open_mouth, the_pose, thigh_strap, white_thighhighs |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | solo | looking_at_viewer | holding_gun | necktie | jacket | smile | thighhighs | white_background | american_flag | belt | hair_ornament | m1911 | white_shirt | open_mouth | simple_background | star_(symbol) | white_gloves | flag_print | pleated_skirt | white_skirt | blush | bare_shoulders | blue_dress | cleavage | collarbone | elbow_gloves | hairband | bangs | barefoot | necklace | official_alternate_costume | single_thighhigh | soles | toes | armpits | ass | asymmetrical_gloves | black_choker | blue_choker | blue_ribbon | blue_rose | closed_mouth | covered_navel | fang | feet_up | hair_ribbon | legs | medium_breasts | one_eye_closed | the_pose | thigh_strap | white_thighhighs |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------------------|:--------------|:----------|:---------|:--------|:-------------|:-------------------|:----------------|:-------|:----------------|:--------|:--------------|:-------------|:--------------------|:----------------|:---------------|:-------------|:----------------|:--------------|:--------|:-----------------|:-------------|:-----------|:-------------|:---------------|:-----------|:--------|:-----------|:-----------|:-----------------------------|:-------------------|:--------|:-------|:----------|:------|:----------------------|:---------------|:--------------|:--------------|:------------|:---------------|:----------------|:-------|:----------|:--------------|:-------|:-----------------|:-----------------|:-----------|:--------------|:-------------------|
| 0 | 20 |  |  |  |  |  | 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 | 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

基本信息

• 名称: m1911/M1911/M1911 (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

• 描述: 包含35张图像及其标签。
• 核心标签: blonde_hair, blue_eyes, short_hair, ahoge, breasts, large_breasts

数据集包

名称	图像数量	大小	类型	描述
raw	35	56.51 MiB	Waifuc-Raw	原始数据，包含元信息，最小边对齐至1400像素（如果更大）。
800	35	26.38 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	90	59.60 MiB	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素。
1200	35	47.73 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	90	96.14 MiB	IMG+TXT	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
• 加载方法: 使用提供的Python代码从Hugging Face Hub下载并解压数据集，然后通过waifuc加载。

标签聚类结果

#	样本数	图像示例	标签
0	20	示例图像	1girl, solo, looking_at_viewer, holding_gun, necktie, jacket, smile, thighhighs, white_background, american_flag, belt, hair_ornament, m1911, white_shirt, open_mouth, simple_background, star_(symbol), white_gloves, flag_print, pleated_skirt, white_skirt
1	5	示例图像	1girl, blush, looking_at_viewer, solo, white_gloves, bare_shoulders, blue_dress, cleavage, collarbone, elbow_gloves, hairband, smile, white_background, bangs, barefoot, necklace, official_alternate_costume, simple_background, single_thighhigh, soles, toes, armpits, ass, asymmetrical_gloves, black_choker, blue_choker, blue_ribbon, blue_rose, closed_mouth, covered_navel, fang, feet_up, hair_ribbon, legs, medium_breasts, one_eye_closed, open_mouth, the_pose, thigh_strap, white_thighhighs