CyberHarem/cleopatra_fgo

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

# Dataset of cleopatra/クレオパトラ/克娄巴特拉 (Fate/Grand Order)

This is the dataset of cleopatra/クレオパトラ/克娄巴特拉 (Fate/Grand Order), containing 231 images and their tags.

The core tags of this character are `long_hair, hairband, breasts, green_eyes, green_hair, earrings, very_long_hair, hoop_earrings, blunt_bangs, 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 | 231 | 334.26 MiB | [Download](https://huggingface.co/datasets/CyberHarem/cleopatra_fgo/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 1200 | 231 | 293.21 MiB | [Download](https://huggingface.co/datasets/CyberHarem/cleopatra_fgo/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 538 | 536.87 MiB | [Download](https://huggingface.co/datasets/CyberHarem/cleopatra_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/cleopatra_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 | 7 |  |  |  |  |  | 1girl, blush, large_areolae, looking_at_viewer, nipples, solo, jewelry, nude, collarbone, sweat, huge_breasts, smile, gigantic_breasts, thighs, tongue_out |
| 1 | 5 |  |  |  |  |  | 1girl, bracelet, collarbone, looking_at_viewer, navel, nipples, nude, smile, thighs, armlet, blush, choker, huge_breasts, large_areolae, pussy, solo, bar_censor, necklace, ring, sweat |
| 2 | 5 |  |  |  |  |  | 1girl, huge_breasts, looking_at_viewer, navel, solo, armlet, black_bikini, gigantic_breasts, large_areolae, nipples, thighs, topless, alternate_breast_size, bikini_bottom_only, blush, bracelet, choker, hand_on_own_hip, animal_ears, aqua_hair, collarbone, eyeliner, grin, panties, side-tie_bikini_bottom, sidelocks, simple_background, thumb_ring, white_background |
| 3 | 13 |  |  |  |  |  | 1girl, solo, bracelet, looking_at_viewer, necklace, white_dress, armlet, collarbone, smile, choker, closed_mouth, bare_shoulders, cleavage, medium_breasts, sitting, thighs, thumb_ring |
| 4 | 7 |  |  |  |  |  | 1girl, black_shorts, looking_at_viewer, smile, solo, belt, pantyhose_under_shorts, short_shorts, black_footwear, knee_boots, necklace, blue_eyes, bracelet, brown_pantyhose, long_sleeves, sitting, thumb_ring |
| 5 | 8 |  |  |  |  |  | 1girl, black_shorts, long_sleeves, looking_at_viewer, short_shorts, solo, belt, cowboy_shot, necklace, smile, pantyhose_under_shorts, white_background, closed_mouth, simple_background, bracelet, thumb_ring |
| 6 | 5 |  |  |  |  |  | 1girl, looking_at_viewer, smile, solo, necklace, shorts, simple_background, white_background, black_footwear, knee_boots, brown_pantyhose, high_heels |
| 7 | 5 |  |  |  |  |  | 1girl, black_footwear, black_shorts, hand_on_own_hip, knee_boots, short_shorts, smile, solo, belt, blue_hair, bracelet, full_body, looking_at_viewer, necklace, standing, pantyhose_under_shorts, simple_background, white_background, absurdly_long_hair, long_sleeves, thumb_ring |
| 8 | 5 |  |  |  |  |  | 1boy, 1girl, armlet, blush, hetero, nipples, nude, sex, sweat, huge_breasts, navel, smile, solo_focus, thighs, vaginal, cum_in_pussy, girl_on_top, lactation, penis, bar_censor, bracelet, closed_mouth, collarbone, cowgirl_position, ejaculation, grabbing_another's_breast, large_areolae, looking_at_viewer, mosaic_censoring, open_mouth, sidelocks, spread_legs, white_choker |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | blush | large_areolae | looking_at_viewer | nipples | solo | jewelry | nude | collarbone | sweat | huge_breasts | smile | gigantic_breasts | thighs | tongue_out | bracelet | navel | armlet | choker | pussy | bar_censor | necklace | ring | black_bikini | topless | alternate_breast_size | bikini_bottom_only | hand_on_own_hip | animal_ears | aqua_hair | eyeliner | grin | panties | side-tie_bikini_bottom | sidelocks | simple_background | thumb_ring | white_background | white_dress | closed_mouth | bare_shoulders | cleavage | medium_breasts | sitting | black_shorts | belt | pantyhose_under_shorts | short_shorts | black_footwear | knee_boots | blue_eyes | brown_pantyhose | long_sleeves | cowboy_shot | shorts | high_heels | blue_hair | full_body | standing | absurdly_long_hair | 1boy | hetero | sex | solo_focus | vaginal | cum_in_pussy | girl_on_top | lactation | penis | cowgirl_position | ejaculation | grabbing_another's_breast | mosaic_censoring | open_mouth | spread_legs | white_choker |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:----------------|:--------------------|:----------|:-------|:----------|:-------|:-------------|:--------|:---------------|:--------|:-------------------|:---------|:-------------|:-----------|:--------|:---------|:---------|:--------|:-------------|:-----------|:-------|:---------------|:----------|:------------------------|:---------------------|:------------------|:--------------|:------------|:-----------|:-------|:----------|:-------------------------|:------------|:--------------------|:-------------|:-------------------|:--------------|:---------------|:-----------------|:-----------|:-----------------|:----------|:---------------|:-------|:-------------------------|:---------------|:-----------------|:-------------|:------------|:------------------|:---------------|:--------------|:---------|:-------------|:------------|:------------|:-----------|:---------------------|:-------|:---------|:------|:-------------|:----------|:---------------|:--------------|:------------|:--------|:-------------------|:--------------|:----------------------------|:-------------------|:-------------|:--------------|:---------------|
| 0 | 7 |  |  |  |  |  | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 13 |  |  |  |  |  | X | | | X | | X | | | X | | | X | | X | | X | | X | X | | | X | | | | | | | | | | | | | | | X | | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 7 |  |  |  |  |  | X | | | X | | X | | | | | | X | | | | X | | | | | | X | | | | | | | | | | | | | | | X | | | | | | | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | |
| 5 | 8 |  |  |  |  |  | X | | | X | | X | | | | | | X | | | | X | | | | | | X | | | | | | | | | | | | | | X | X | X | | X | | | | | X | X | X | X | | | | | X | X | | | | | | | | | | | | | | | | | | | | | | |
| 6 | 5 |  |  |  |  |  | X | | | X | | X | | | | | | X | | | | | | | | | | X | | | | | | | | | | | | | | X | | X | | | | | | | | | | | X | X | | X | | | X | X | | | | | | | | | | | | | | | | | | | | |
| 7 | 5 |  |  |  |  |  | X | | | X | | X | | | | | | X | | | | X | | | | | | X | | | | | | X | | | | | | | | X | X | X | | | | | | | X | X | X | X | X | X | | | X | | | | X | X | X | X | | | | | | | | | | | | | | | | |
| 8 | 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 |

原始信息汇总

数据集概述

数据集名称

Dataset of cleopatra/クレオパトラ/克娄巴特拉 (Fate/Grand Order)

数据集描述

该数据集包含231张关于Cleopatra（Fate/Grand Order）的图像及其标签。主要标签包括long_hair, hairband, breasts, green_eyes, green_hair, earrings, very_long_hair, hoop_earrings, blunt_bangs, large_breasts。

数据集来源

图像从多个网站（如danbooru, pixiv, zerochan等）爬取，爬虫系统由DeepGHS Team开发。

数据集包列表

名称	图像数量	大小	下载链接	类型	描述
raw	231	334.26 MiB	Download	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	231	293.21 MiB	Download	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	538	536.87 MiB	Download	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。

数据集加载

提供原始数据集（包括标记图像）用于waifuc加载。加载代码如下：

python import os import zipfile from huggingface_hub import hf_hub_download from waifuc.source import LocalSource

下载原始归档文件

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

提取文件到指定目录

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

以下是标签聚类结果的列表：

原始文本版本

#	样本数量	图像1	图像2	图像3	图像4	图像5	标签
0	7						1girl, blush, large_areolae, looking_at_viewer, nipples, solo, jewelry, nude, collarbone, sweat, huge_breasts, smile, gigantic_breasts, thighs, tongue_out
1	5						1girl, bracelet, collarbone, looking_at_viewer, navel, nipples, nude, smile, thighs, armlet, blush, choker, huge_breasts, large_areolae, pussy, solo, bar_censor, necklace, ring, sweat
2	5						1girl, huge_breasts, looking_at_viewer, navel, solo, armlet, black_bikini, gigantic_breasts, large_areolae, nipples, thighs, topless, alternate_breast_size, bikini_bottom_only, blush, bracelet, choker, hand_on_own_hip, animal_ears, aqua_hair, collarbone, eyeliner, grin, panties, side-tie_bikini_bottom, sidelocks, simple_background, thumb_ring, white_background
3	13						1girl, solo, bracelet, looking_at_viewer, necklace, white_dress, armlet, collarbone, smile, choker, closed_mouth, bare_shoulders, cleavage, medium_breasts, sitting, thighs, thumb_ring
4	7						1girl, black_shorts, looking_at_viewer, smile, solo, belt, pantyhose_under_shorts, short_shorts, black_footwear, knee_boots, necklace, blue_eyes, bracelet, brown_pantyhose, long_sleeves, sitting, thumb_ring
5	8						1girl, black_shorts, long_sleeves, looking_at_viewer, short_shorts, solo, belt, cowboy_shot, necklace, smile, pantyhose_under_shorts, white_background, closed_mouth, simple_background, bracelet, thumb_ring
6	5						1girl, looking_at_viewer, smile, solo, necklace, shorts, simple_background, white_background, black_footwear, knee_boots, brown_pantyhose, high_heels
7	5						1girl, black_footwear, black_shorts, hand_on_own_hip, knee_boots, short_shorts, smile, solo, belt, blue_hair, bracelet, full_body, looking_at_viewer, necklace, standing, pantyhose_under_shorts, simple_background, white_background, absurdly_long_hair, long_sleeves, thumb_ring
8	5						1boy, 1girl, armlet, blush, hetero, nipples, nude, sex, sweat, huge_breasts, navel, smile, solo_focus, thighs, vaginal, cum_in_pussy, girl_on_top, lactation, penis, bar_censor, bracelet, closed_mouth, collarbone, cowgirl_position, ejaculation, grabbing_anothers_breast, large_areolae, looking_at_viewer, mosaic_censoring, open_mouth, sidelocks, spread_legs, white_choker

表格版本

#	样本数量	图像1	图像2	图像3	图像4	图像5	1girl	blush	large_areolae	looking_at_viewer	nipples	solo	jewelry	nude	collarbone	sweat	huge_breasts	smile	gigantic_breasts	thighs	tongue_out	bracelet	navel	armlet	choker	pussy	bar_censor	necklace	ring	black_bikini	topless	alternate_breast_size	bikini_bottom_only	hand_on_own_hip	animal_ears	aqua_hair	eyeliner	grin	panties	side-tie_bikini_bottom	sidelocks	simple_background	thumb_ring	white_background	white_dress	closed_mouth	bare_shoulders	cleavage	medium_breasts	sitting	black_shorts	belt	pantyhose_under_shorts	short_shorts	black_footwear	knee_boots	blue_eyes	brown_pantyhose	long_sleeves	cowboy_shot	shorts	high_heels	blue_hair	full_body	standing	absurdly_long_hair	1boy	hetero	sex	solo_focus	vaginal	cum_in_pussy	girl_on_top	lactation	penis	cowgirl_position	ejaculation	grabbing_anothers_breast	mosaic_censoring	open_mouth	spread_legs	white_choker
0	7						X	X	X	X	X	X	X	X	X	X	X	X	X	X	X