CyberHarem/ursula_fireemblem

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

# Dataset of ursula (Fire Emblem)

This is the dataset of ursula (Fire Emblem), containing 124 images and their tags.

The core tags of this character are `breasts, short_hair, purple_hair, earrings, large_breasts, purple_eyes, blue_hair, blue_eyes`, 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 | 124 | 122.95 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ursula_fireemblem/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 124 | 79.97 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ursula_fireemblem/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 243 | 142.19 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ursula_fireemblem/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 124 | 112.12 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ursula_fireemblem/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 243 | 183.97 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ursula_fireemblem/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/ursula_fireemblem',
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, female_pubic_hair, medium_breasts, nipples, nude, solo, boots, elbow_gloves, pussy, uncensored |
| 1 | 7 |  |  |  |  |  | 1girl, blush, hetero, jewelry, nipples, solo_focus, vaginal, 3boys, gangbang, multiple_penises, cum_in_pussy, elbow_gloves, spread_legs, facial, mosaic_censoring, open_mouth, pubic_hair |
| 2 | 34 |  |  |  |  |  | 1girl, jewelry, dress, solo, elbow_gloves, bare_shoulders, cleavage, smile, looking_at_viewer, side_slit, simple_background, book, lipstick, white_background |
| 3 | 12 |  |  |  |  |  | 1girl, bikini, cleavage, solo, jewelry, hair_flower, navel, looking_at_viewer, smile, thigh_strap, bare_shoulders, simple_background, bangs, holding_weapon, knife |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | female_pubic_hair | medium_breasts | nipples | nude | solo | boots | elbow_gloves | pussy | uncensored | blush | hetero | jewelry | solo_focus | vaginal | 3boys | gangbang | multiple_penises | cum_in_pussy | spread_legs | facial | mosaic_censoring | open_mouth | pubic_hair | dress | bare_shoulders | cleavage | smile | looking_at_viewer | side_slit | simple_background | book | lipstick | white_background | bikini | hair_flower | navel | thigh_strap | bangs | holding_weapon | knife |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-----------------|:----------|:-------|:-------|:--------|:---------------|:--------|:-------------|:--------|:---------|:----------|:-------------|:----------|:--------|:-----------|:-------------------|:---------------|:--------------|:---------|:-------------------|:-------------|:-------------|:--------|:-----------------|:-----------|:--------|:--------------------|:------------|:--------------------|:-------|:-----------|:-------------------|:---------|:--------------|:--------|:--------------|:--------|:-----------------|:--------|
| 0 | 5 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 7 |  |  |  |  |  | X | | | X | | | | X | | | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | |
| 2 | 34 |  |  |  |  |  | X | | | | | X | | X | | | | | X | | | | | | | | | | | | X | X | X | X | X | X | X | X | X | X | | | | | | | |
| 3 | 12 |  |  |  |  |  | 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

数据集基本信息

• 名称: Dataset of ursula (Fire Emblem)
• 许可: MIT
• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 大小类别: n<1K

数据集内容

• 图像数量: 124张
• 核心标签: breasts, short_hair, purple_hair, earrings, large_breasts, purple_eyes, blue_hair, blue_eyes

数据集包列表

名称	图像数量	大小	类型	描述
raw	124	122.95 MiB	Waifuc-Raw	原始数据，包含元信息（最小边对齐到1400像素，如果更大）。
800	124	79.97 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	243	142.19 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	124	112.12 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	243	183.97 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

#	Samples	Img-1	Img-2	Img-3	Img-4	Img-5	标签
0	5						1girl, female_pubic_hair, medium_breasts, nipples, nude, solo, boots, elbow_gloves, pussy, uncensored
1	7						1girl, blush, hetero, jewelry, nipples, solo_focus, vaginal, 3boys, gangbang, multiple_penises, cum_in_pussy, elbow_gloves, spread_legs, facial, mosaic_censoring, open_mouth, pubic_hair
2	34						1girl, jewelry, dress, solo, elbow_gloves, bare_shoulders, cleavage, smile, looking_at_viewer, side_slit, simple_background, book, lipstick, white_background
3	12						1girl, bikini, cleavage, solo, jewelry, hair_flower, navel, looking_at_viewer, smile, thigh_strap, bare_shoulders, simple_background, bangs, holding_weapon, knife

表格版本

#	Samples	Img-1	Img-2	Img-3	Img-4	Img-5	1girl	female_pubic_hair	medium_breasts	nipples	nude	solo	boots	elbow_gloves	pussy	uncensored	blush	hetero	jewelry	solo_focus	vaginal	3boys	gangbang	multiple_penises	cum_in_pussy	spread_legs	facial	mosaic_censoring	open_mouth	pubic_hair	dress	bare_shoulders	cleavage	smile	looking_at_viewer	side_slit	simple_background	book	lipstick	white_background	bikini	hair_flower	navel	thigh_strap	bangs	holding_weapon	knife
0	5						X	X	X	X	X	X	X	X	X	X
1	7						X			X				X			X	X	X	X	X	X	X	X	X	X	X	X	X	X
2	34						X					X		X					X												X	X	X	X	X	X	X	X	X	X
3	12						X					X							X													X	X	X	X		X				X	X	X	X	X	X	X

搜集汇总

背景与挑战

背景概述

该数据集是CyberHarem组织发布的文本到图像生成数据集，规模小于1000个样本，专注于艺术内容。它被标记为包含敏感材料，不适合所有受众，适用于特定研究或应用场景。