CyberHarem/makarov_girlsfrontline

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

# Dataset of makarov/マカロフ/马卡洛夫 (Girls' Frontline)

This is the dataset of makarov/マカロフ/马卡洛夫 (Girls' Frontline), containing 47 images and their tags.

The core tags of this character are `long_hair, red_eyes, white_hair, hat, fur_hat, very_long_hair, bangs`, 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 | 47 | 57.57 MiB | [Download](https://huggingface.co/datasets/CyberHarem/makarov_girlsfrontline/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 47 | 36.10 MiB | [Download](https://huggingface.co/datasets/CyberHarem/makarov_girlsfrontline/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 102 | 72.25 MiB | [Download](https://huggingface.co/datasets/CyberHarem/makarov_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 47 | 53.25 MiB | [Download](https://huggingface.co/datasets/CyberHarem/makarov_girlsfrontline/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 102 | 99.38 MiB | [Download](https://huggingface.co/datasets/CyberHarem/makarov_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/makarov_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 | 7 |  |  |  |  |  | 1girl, solo, handgun, looking_at_viewer, boots, capelet, simple_background, skirt, black_pantyhose, full_body, holding_weapon, red_scarf, ushanka, white_background |
| 1 | 6 |  |  |  |  |  | 1girl, black_pantyhose, blue_jacket, long_sleeves, looking_at_viewer, red_scarf, simple_background, solo, ushanka, white_background, closed_mouth, blue_headwear, fur-trimmed_capelet, pleated_skirt, white_skirt, frown, full_body, fur-trimmed_sleeves, miniskirt, red_footwear, shoes, standing, star_(symbol) |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | solo | handgun | looking_at_viewer | boots | capelet | simple_background | skirt | black_pantyhose | full_body | holding_weapon | red_scarf | ushanka | white_background | blue_jacket | long_sleeves | closed_mouth | blue_headwear | fur-trimmed_capelet | pleated_skirt | white_skirt | frown | fur-trimmed_sleeves | miniskirt | red_footwear | shoes | standing | star_(symbol) |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:----------|:--------------------|:--------|:----------|:--------------------|:--------|:------------------|:------------|:-----------------|:------------|:----------|:-------------------|:--------------|:---------------|:---------------|:----------------|:----------------------|:----------------|:--------------|:--------|:----------------------|:------------|:---------------|:--------|:-----------|:----------------|
| 0 | 7 |  |  |  |  |  | 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 | 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: makarov/マカロフ/马卡洛夫 (Girls Frontline)

数据集内容

• 描述: 包含47张图像及其标签，主要标签包括long_hair, red_eyes, white_hair, hat, fur_hat, very_long_hair, bangs。

数据集来源

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

数据集版本与下载

原始数据

• 名称: raw
• 图像数量: 47
• 大小: 57.57 MiB
• 下载链接: Download
• 类型: Waifuc-Raw
• 描述: 包含元信息的原始数据，最小边长对齐至1400像素（如果更大）。

800像素版本

• 名称: 800
• 图像数量: 47
• 大小: 36.10 MiB
• 下载链接: Download
• 类型: IMG+TXT
• 描述: 短边不超过800像素的图像数据集。

480-800像素版本

• 名称: stage3-p480-800
• 图像数量: 102
• 大小: 72.25 MiB
• 下载链接: Download
• 类型: IMG+TXT
• 描述: 三阶段裁剪，区域不小于480x480像素的图像数据集。

1200像素版本

• 名称: 1200
• 图像数量: 47
• 大小: 53.25 MiB
• 下载链接: Download
• 类型: IMG+TXT
• 描述: 短边不超过1200像素的图像数据集。

480-1200像素版本

• 名称: stage3-p480-1200
• 图像数量: 102
• 大小: 99.38 MiB
• 下载链接: Download
• 类型: IMG+TXT
• 描述: 三阶段裁剪，区域不小于480x480像素的图像数据集。

数据集使用

• 工具: 提供waifuc加载的原始数据集。
• 示例代码: 用于下载和加载数据集的Python代码。

标签聚类结果

集群0

• 样本数量: 7
• 标签: 1girl, solo, handgun, looking_at_viewer, boots, capelet, simple_background, skirt, black_pantyhose, full_body, holding_weapon, red_scarf, ushanka, white_background

集群1

• 样本数量: 6
• 标签: 1girl, black_pantyhose, blue_jacket, long_sleeves, looking_at_viewer, red_scarf, simple_background, solo, ushanka, white_background, closed_mouth, blue_headwear, fur-trimmed_capelet, pleated_skirt, white_skirt, frown, full_body, fur-trimmed_sleeves, miniskirt, red_footwear, shoes, standing, star_(symbol)