CyberHarem/durga_fgo

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

# Dataset of durga/ドゥルガー/杜尔伽 (Fate/Grand Order)

This is the dataset of durga/ドゥルガー/杜尔伽 (Fate/Grand Order), containing 114 images and their tags.

The core tags of this character are `breasts, long_hair, hair_ribbon, red_eyes, large_breasts, ribbon, earrings, very_long_hair, grey_hair, colored_skin, red_skin, gradient_skin, facial_mark, white_hair`, 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 | 114 | 246.74 MiB | [Download](https://huggingface.co/datasets/CyberHarem/durga_fgo/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 1200 | 114 | 207.63 MiB | [Download](https://huggingface.co/datasets/CyberHarem/durga_fgo/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 301 | 400.40 MiB | [Download](https://huggingface.co/datasets/CyberHarem/durga_fgo/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/durga_fgo',
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 | 5 |  |  |  |  |  | 1girl, armlet, bare_shoulders, belly_chain, body_markings, bracelet, cleavage, collarbone, forehead_mark, looking_at_viewer, pelvic_curtain, revealing_clothes, sash, snake, solo, thighs, thumb_ring, open_mouth |
| 1 | 6 |  |  |  |  |  | 1girl, armlet, bare_shoulders, belly_chain, body_markings, bracelet, cleavage, looking_at_viewer, pelvic_curtain, revealing_clothes, sash, snake, solo, thighs, thumb_ring, navel |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | armlet | bare_shoulders | belly_chain | body_markings | bracelet | cleavage | collarbone | forehead_mark | looking_at_viewer | pelvic_curtain | revealing_clothes | sash | snake | solo | thighs | thumb_ring | open_mouth | navel |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------|:-----------------|:--------------|:----------------|:-----------|:-----------|:-------------|:----------------|:--------------------|:-----------------|:--------------------|:-------|:--------|:-------|:---------|:-------------|:-------------|:--------|
| 0 | 5 |  |  |  |  |  | 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 | X | | X |

原始信息汇总

数据集概述：durga/ドゥルガー/杜尔伽 (Fate/Grand Order)

数据集基本信息

• 数据集名称：durga/ドゥルガー/杜尔伽 (Fate/Grand Order)
• 包含内容：114张图像及其标签
• 主要标签：breasts, long_hair, hair_ribbon, red_eyes, large_breasts, ribbon, earrings, very_long_hair, grey_hair, colored_skin, red_skin, gradient_skin, facial_mark, white_hair
• 许可证：MIT
• 任务类别：text-to-image
• 标签：art, not-for-all-audiences
• 大小类别：n<1K

数据集包信息

名称	图像数量	大小	下载链接	类型	描述
raw	114	246.74 MiB	下载链接	Waifuc-Raw	原始数据，包含元信息（如果图像较大，最小边对齐至1400像素）
1200	114	207.63 MiB	下载链接	IMG+TXT	数据集，其中较短边不超过1200像素
stage3-p480-1200	301	400.40 MiB	下载链接	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素

数据集加载示例

使用waifuc加载原始数据集的示例代码如下：

python import os import zipfile

from huggingface_hub import hf_hub_download from waifuc.source import LocalSource

下载原始档案文件

zip_file = hf_hub_download( repo_id=CyberHarem/durga_fgo, repo_type=dataset, filename=dataset-raw.zip, )

提取文件至目录

dataset_dir = dataset_dir os.makedirs(dataset_dir, exist_ok=True) with zipfile.ZipFile(zip_file, r) as zf: zf.extractall(dataset_dir)

使用waifuc加载数据集

source = LocalSource(dataset_dir) for item in source: print(item.image, item.meta[filename], item.meta[tags])

标签聚类结果

原始文本版本

#	样本数	图像1	图像2	图像3	图像4	图像5	标签
0	5	图像链接	图像链接	图像链接	图像链接	图像链接	1girl, armlet, bare_shoulders, belly_chain, body_markings, bracelet, cleavage, collarbone, forehead_mark, looking_at_viewer, pelvic_curtain, revealing_clothes, sash, snake, solo, thighs, thumb_ring, open_mouth
1	6	图像链接	图像链接	图像链接	图像链接	图像链接	1girl, armlet, bare_shoulders, belly_chain, body_markings, bracelet, cleavage, looking_at_viewer, pelvic_curtain, revealing_clothes, sash, snake, solo, thighs, thumb_ring, navel

表格版本

#	样本数	图像1	图像2	图像3	图像4	图像5	1girl	armlet	bare_shoulders	belly_chain	body_markings	bracelet	cleavage	collarbone	forehead_mark	looking_at_viewer	pelvic_curtain	revealing_clothes	sash	snake	solo	thighs	thumb_ring	open_mouth	navel
0	5	图像链接	图像链接	图像链接	图像链接	图像链接	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
1	6	图像链接	图像链接	图像链接	图像链接	图像链接	X	X	X	X	X	X	X			X	X	X	X	X	X	X		X