CyberHarem/mdr_girlsfrontline

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

# Dataset of mdr/MDR/MDR (Girls' Frontline)

This is the dataset of mdr/MDR/MDR (Girls' Frontline), containing 258 images and their tags.

The core tags of this character are `long_hair, multicolored_hair, streaked_hair, blue_eyes, pink_hair, grey_hair, bangs, heterochromia, pink_eyes, breasts, hat, beret, one_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 | 258 | 398.73 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mdr_girlsfrontline/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 258 | 196.13 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mdr_girlsfrontline/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 657 | 442.85 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mdr_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 258 | 339.22 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mdr_girlsfrontline/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 657 | 684.21 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mdr_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/mdr_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 | 14 |  |  |  |  |  | 1girl, solo, black_headwear, flip_phone, holding_phone, looking_at_viewer, upper_body, black_jacket, simple_background, blush, grey_gloves, tactical_clothes, long_sleeves, grin, open_mouth, white_background |
| 1 | 9 |  |  |  |  |  | 1girl, black_headwear, gloves, jacket, looking_at_viewer, solo, black_pantyhose, holding_gun, long_sleeves, one_eye_closed, sitting, skirt, assault_rifle, cellphone, grin, tactical_clothes |
| 2 | 7 |  |  |  |  |  | 1girl, black_gloves, black_jacket, blush, looking_at_viewer, solo, black_headwear, upper_body, grin, long_sleeves, selfie |
| 3 | 29 |  |  |  |  |  | 1girl, ponytail, looking_at_viewer, official_alternate_costume, solo, bare_shoulders, black_dress, cross_earrings, smile, black_gloves, blush, hair_ribbon, simple_background, white_background, white_hair, hair_bow, medium_breasts, fishnets, off_shoulder, phone |
| 4 | 17 |  |  |  |  |  | earrings, 1girl, official_alternate_costume, pointy_ears, solo, very_long_hair, double_bun, looking_at_viewer, smile, elbow_gloves, bare_shoulders, black_dress, black_gloves, fishnets, horns, fang, medium_breasts, open_mouth, spider_web_print, blush, ghost, low_wings, red_eyes, black_pantyhose, nail_polish, sidelocks, brown_pantyhose, white_background, black_nails, halloween, holding, simple_background, vampire, bat_print, chain, eyeball, multicolored_dress, tail |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | solo | black_headwear | flip_phone | holding_phone | looking_at_viewer | upper_body | black_jacket | simple_background | blush | grey_gloves | tactical_clothes | long_sleeves | grin | open_mouth | white_background | gloves | jacket | black_pantyhose | holding_gun | one_eye_closed | sitting | skirt | assault_rifle | cellphone | black_gloves | selfie | ponytail | official_alternate_costume | bare_shoulders | black_dress | cross_earrings | smile | hair_ribbon | white_hair | hair_bow | medium_breasts | fishnets | off_shoulder | phone | earrings | pointy_ears | very_long_hair | double_bun | elbow_gloves | horns | fang | spider_web_print | ghost | low_wings | red_eyes | nail_polish | sidelocks | brown_pantyhose | black_nails | halloween | holding | vampire | bat_print | chain | eyeball | multicolored_dress | tail |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:-----------------|:-------------|:----------------|:--------------------|:-------------|:---------------|:--------------------|:--------|:--------------|:-------------------|:---------------|:-------|:-------------|:-------------------|:---------|:---------|:------------------|:--------------|:-----------------|:----------|:--------|:----------------|:------------|:---------------|:---------|:-----------|:-----------------------------|:-----------------|:--------------|:-----------------|:--------|:--------------|:-------------|:-----------|:-----------------|:-----------|:---------------|:--------|:-----------|:--------------|:-----------------|:-------------|:---------------|:--------|:-------|:-------------------|:--------|:------------|:-----------|:--------------|:------------|:------------------|:--------------|:------------|:----------|:----------|:------------|:--------|:----------|:---------------------|:-------|
| 0 | 14 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 9 |  |  |  |  |  | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 29 |  |  |  |  |  | X | X | | | | X | | | X | X | | | | | | X | | | | | | | | | | X | | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 17 |  |  |  |  |  | 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：mdr/MDR/MDR (Girls Frontline)

数据集基本信息

• 许可证: MIT
• 任务类别: 文本到图像
• 标签: 艺术, 不适用于所有观众
• 大小类别: 小于1K

数据集内容

• 包含: 258张图像及其标签
• 核心标签: long_hair, multicolored_hair, streaked_hair, blue_eyes, pink_hair, grey_hair, bangs, heterochromia, pink_eyes, breasts, hat, beret, one_side_up

数据集包列表

名称	图像数量	大小	下载链接	类型	描述
raw	258	398.73 MiB	下载	Waifuc-Raw	包含元信息的原始数据（如果较大，则最小边缘对齐到1400）。
800	258	196.13 MiB	下载	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	657	442.85 MiB	下载	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素。
1200	258	339.22 MiB	下载	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	657	684.21 MiB	下载	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素。

数据集使用

• 加载原始数据集: 提供给waifuc加载的原始数据集（包括标记图像）。使用示例代码可直接加载数据集。

数据集标签集群列表

• 集群列表: 包含多个集群，每个集群有不同的样本数量和图像，以及详细的标签描述。