CyberHarem/kosame_amagai_mahoushoujosite

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

# Dataset of Kosame Amagai/雨谷小雨 (Mahou Shoujo Site)

This is the dataset of Kosame Amagai/雨谷小雨 (Mahou Shoujo Site), containing 91 images and their tags.

The core tags of this character are `eyepatch, short_hair, white_hair, purple_eyes, medical_eyepatch, bow, hair_ornament`, 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 | 91 | 36.74 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kosame_amagai_mahoushoujosite/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 1200 | 91 | 36.70 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kosame_amagai_mahoushoujosite/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 141 | 57.30 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kosame_amagai_mahoushoujosite/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/kosame_amagai_mahoushoujosite',
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 | 19 |  |  |  |  |  | 1girl, solo, black_choker, heart_choker, white_sailor_collar, looking_at_viewer, serafuku, anime_coloring, open_mouth, closed_mouth, upper_body, outdoors, shirt |
| 1 | 20 |  |  |  |  |  | long_sleeves, 1girl, pleated_skirt, plaid_skirt, serafuku, yellow_skirt, solo, standing, white_thighhighs, bowtie, zettai_ryouiki, closed_mouth, green_bow, night, open_mouth, black_choker, looking_at_viewer, pink_sweater, sleeves_past_wrists, white_sailor_collar |
| 2 | 5 |  |  |  |  |  | 1girl, drooling, open_mouth, sleep_mask, solo, eye_mask, blindfold, grey_hair, saliva, sleeping, hair_bow |
| 3 | 5 |  |  |  |  |  | 1girl, from_side, hair_bow, parted_lips, pink_bow, portrait, profile, solo, grey_hair |
| 4 | 9 |  |  |  |  |  | 2girls, kimono, open_mouth |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | solo | black_choker | heart_choker | white_sailor_collar | looking_at_viewer | serafuku | anime_coloring | open_mouth | closed_mouth | upper_body | outdoors | shirt | long_sleeves | pleated_skirt | plaid_skirt | yellow_skirt | standing | white_thighhighs | bowtie | zettai_ryouiki | green_bow | night | pink_sweater | sleeves_past_wrists | drooling | sleep_mask | eye_mask | blindfold | grey_hair | saliva | sleeping | hair_bow | from_side | parted_lips | pink_bow | portrait | profile | 2girls | kimono |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:---------------|:---------------|:----------------------|:--------------------|:-----------|:-----------------|:-------------|:---------------|:-------------|:-----------|:--------|:---------------|:----------------|:--------------|:---------------|:-----------|:-------------------|:---------|:-----------------|:------------|:--------|:---------------|:----------------------|:-----------|:-------------|:-----------|:------------|:------------|:---------|:-----------|:-----------|:------------|:--------------|:-----------|:-----------|:----------|:---------|:---------|
| 0 | 19 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 20 |  |  |  |  |  | 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 | | | | | | | |
| 3 | 5 |  |  |  |  |  | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | | | X | X | X | X | X | X | | |
| 4 | 9 |  |  |  |  |  | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | X |

原始信息汇总

数据集概述

数据集信息

• 名称: Dataset of Kosame Amagai/雨谷小雨 (Mahou Shoujo Site)
• 许可证: MIT
• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 数据量: n<1K

数据集内容

• 图像数量: 91张
• 核心标签: eyepatch, short_hair, white_hair, purple_eyes, medical_eyepatch, bow, hair_ornament
• 来源: 从多个网站（如danbooru, pixiv, zerochan等）爬取

数据包列表

名称	图像数量	大小	类型	描述
raw	91	36.74 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	91	36.70 MiB	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	141	57.30 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

#	样本数量	图像示例	标签
0	19		1girl, solo, black_choker, heart_choker, white_sailor_collar, looking_at_viewer, serafuku, anime_coloring, open_mouth, closed_mouth, upper_body, outdoors, shirt
1	20		long_sleeves, 1girl, pleated_skirt, plaid_skirt, serafuku, yellow_skirt, solo, standing, white_thighhighs, bowtie, zettai_ryouiki, closed_mouth, green_bow, night, open_mouth, black_choker, looking_at_viewer, pink_sweater, sleeves_past_wrists, white_sailor_collar
2	5		1girl, drooling, open_mouth, sleep_mask, solo, eye_mask, blindfold, grey_hair, saliva, sleeping, hair_bow
3	5		1girl, from_side, hair_bow, parted_lips, pink_bow, portrait, profile, solo, grey_hair
4	9		2girls, kimono, open_mouth

表格版本

#	样本数量	图像示例	1girl	solo	black_choker	heart_choker	white_sailor_collar	looking_at_viewer	serafuku	anime_coloring	open_mouth	closed_mouth	upper_body	outdoors	shirt	long_sleeves	pleated_skirt	plaid_skirt	yellow_skirt	standing	white_thighhighs	bowtie	zettai_ryouiki	green_bow	night	pink_sweater	sleeves_past_wrists	drooling	sleep_mask	eye_mask	blindfold	grey_hair	saliva	sleeping	hair_bow	from_side	parted_lips	pink_bow	portrait	profile	2girls	kimono
0	19		X	X	X	X	X	X	X	X	X	X	X	X	X
1	20		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
3	5		X	X																												X			X	X	X	X	X	X
4	9										X																														X	X