CyberHarem/mata_hari_fgo

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

# Dataset of mata_hari/マタ・ハリ/玛塔·哈丽 (Fate/Grand Order)

This is the dataset of mata_hari/マタ・ハリ/玛塔·哈丽 (Fate/Grand Order), containing 107 images and their tags.

The core tags of this character are `long_hair, brown_hair, breasts, hair_ornament, large_breasts, hair_flower, earrings, blue_eyes, hoop_earrings`, 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 | 107 | 145.13 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mata_hari_fgo/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 1200 | 107 | 130.84 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mata_hari_fgo/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 265 | 247.89 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mata_hari_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/mata_hari_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 | 17 |  |  |  |  |  | 1girl, cleavage, navel, solo, flower, jewelry, smile, choker, looking_at_viewer, midriff, blush, dancer, open_mouth, frills, see-through, veil |
| 1 | 9 |  |  |  |  |  | 1boy, 1girl, hetero, paizuri, penis, solo_focus, blush, flower, jewelry, choker, nipples, smile, breasts_squeezed_together, cum_on_breasts, puffy_short_sleeves, sweat, censored, collarbone, looking_at_viewer, open_mouth, pov |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | cleavage | navel | solo | flower | jewelry | smile | choker | looking_at_viewer | midriff | blush | dancer | open_mouth | frills | see-through | veil | 1boy | hetero | paizuri | penis | solo_focus | nipples | breasts_squeezed_together | cum_on_breasts | puffy_short_sleeves | sweat | censored | collarbone | pov |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------|:--------|:-------|:---------|:----------|:--------|:---------|:--------------------|:----------|:--------|:---------|:-------------|:---------|:--------------|:-------|:-------|:---------|:----------|:--------|:-------------|:----------|:----------------------------|:-----------------|:----------------------|:--------|:-----------|:-------------|:------|
| 0 | 17 |  |  |  |  |  | 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 | X | X | X | X | X |

原始信息汇总

数据集概述

数据集信息

• 名称: Dataset of mata_hari/マタ・ハリ/玛塔·哈丽 (Fate/Grand Order)
• 描述: 包含107张图片及其标签的数据集。
• 核心标签: long_hair, brown_hair, breasts, hair_ornament, large_breasts, hair_flower, earrings, blue_eyes, hoop_earrings

数据集包列表

名称	图片数量	大小	类型	描述
raw	107	145.13 MiB	Waifuc-Raw	包含元信息的原始数据（最小边对齐到1400像素，如果更大）。
1200	107	130.84 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	265	247.89 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。

标签聚类结果

原始文本版本

#	样本数	图片示例	标签
0	17		1girl, cleavage, navel, solo, flower, jewelry, smile, choker, looking_at_viewer, midriff, blush, dancer, open_mouth, frills, see-through, veil
1	9		1boy, 1girl, hetero, paizuri, penis, solo_focus, blush, flower, jewelry, choker, nipples, smile, breasts_squeezed_together, cum_on_breasts, puffy_short_sleeves, sweat, censored, collarbone, looking_at_viewer, open_mouth, pov

表格版本

#	样本数	图片示例	1girl	cleavage	navel	solo	flower	jewelry	smile	choker	looking_at_viewer	midriff	blush	dancer	open_mouth	frills	see-through	veil	1boy	hetero	paizuri	penis	solo_focus	nipples	breasts_squeezed_together	cum_on_breasts	puffy_short_sleeves	sweat	censored	collarbone	pov
0	17		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	X	X	X	X	X