CyberHarem/hiyori_kotobuki_imocho

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

# Dataset of Hiyori Kotobuki/寿日和 (Recently, My Sister Is Unusual)

This is the dataset of Hiyori Kotobuki/寿日和 (Recently, My Sister Is Unusual), containing 446 images and their tags.

The core tags of this character are `short_hair, wings, bow, hair_bow, breasts, brown_hair, orange_hair, medium_breasts, pink_bow, ribbon, red_eyes, angel_wings`, 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 | 446 | 329.13 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hiyori_kotobuki_imocho/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 1200 | 446 | 328.96 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hiyori_kotobuki_imocho/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 974 | 610.15 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hiyori_kotobuki_imocho/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/hiyori_kotobuki_imocho',
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 | 16 |  |  |  |  |  | 1girl, pink_dress, choker, cleavage, open_mouth, solo, pink_eyes, smile |
| 1 | 5 |  |  |  |  |  | 1girl, anime_coloring, closed_mouth, pink_eyes, solo, bare_shoulders, collarbone, parody, frown, looking_at_viewer, v-shaped_eyebrows |
| 2 | 9 |  |  |  |  |  | 1girl, solo, barefoot, pink_dress, smile, brown_eyes, open_mouth |
| 3 | 15 |  |  |  |  |  | 1girl, solo, cleavage, pink_dress, choker, collarbone, upper_body, bare_shoulders, anime_coloring, closed_mouth, pink_eyes, blush, smile, open_mouth |
| 4 | 5 |  |  |  |  |  | 1girl, cleavage, day, frilled_dress, pink_dress, sleeveless_dress, blue_sky, choker, outdoors, solo, barefoot, closed_mouth, cloud, feathered_wings, feathers, looking_to_the_side, v-shaped_eyebrows, white_wings |
| 5 | 25 |  |  |  |  |  | bikini, cleavage, 1girl, solo, twintails, choker, open_mouth, navel |
| 6 | 7 |  |  |  |  |  | 1girl, solo, tile_wall, twintails, closed_mouth, completely_nude, hair_ribbon, smile, bathroom, barefoot, brown_eyes, navel |
| 7 | 9 |  |  |  |  |  | 1girl, :d, blue_skirt, blush_stickers, chibi, open_mouth, serafuku, solo, pleated_skirt, barefoot, sailor_collar, short_sleeves, white_shirt, brown_eyes, standing, full_body, teeth |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | pink_dress | choker | cleavage | open_mouth | solo | pink_eyes | smile | anime_coloring | closed_mouth | bare_shoulders | collarbone | parody | frown | looking_at_viewer | v-shaped_eyebrows | barefoot | brown_eyes | upper_body | blush | day | frilled_dress | sleeveless_dress | blue_sky | outdoors | cloud | feathered_wings | feathers | looking_to_the_side | white_wings | bikini | twintails | navel | tile_wall | completely_nude | hair_ribbon | bathroom | :d | blue_skirt | blush_stickers | chibi | serafuku | pleated_skirt | sailor_collar | short_sleeves | white_shirt | standing | full_body | teeth |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------------|:---------|:-----------|:-------------|:-------|:------------|:--------|:-----------------|:---------------|:-----------------|:-------------|:---------|:--------|:--------------------|:--------------------|:-----------|:-------------|:-------------|:--------|:------|:----------------|:-------------------|:-----------|:-----------|:--------|:------------------|:-----------|:----------------------|:--------------|:---------|:------------|:--------|:------------|:------------------|:--------------|:-----------|:-----|:-------------|:-----------------|:--------|:-----------|:----------------|:----------------|:----------------|:--------------|:-----------|:------------|:--------|
| 0 | 16 |  |  |  |  |  | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 5 |  |  |  |  |  | X | | | | | X | X | | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 9 |  |  |  |  |  | X | X | | | X | X | | X | | | | | | | | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 15 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 5 |  |  |  |  |  | X | X | X | X | | X | | | | X | | | | | | X | X | | | | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | |
| 5 | 25 |  |  |  |  |  | X | | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | X | X | X | | | | | | | | | | | | | | | | |
| 6 | 7 |  |  |  |  |  | X | | | | | X | | X | | X | | | | | | | X | X | | | | | | | | | | | | | | X | X | X | X | X | X | | | | | | | | | | | | |
| 7 | 9 |  |  |  |  |  | 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 Hiyori Kotobuki/寿日和 (Recently, My Sister Is Unusual)

数据集描述

该数据集包含446张关于角色Hiyori Kotobuki/寿日和的图像及其标签。主要标签包括short_hair, wings, bow, hair_bow, breasts, brown_hair, orange_hair, medium_breasts, pink_bow, ribbon, red_eyes, angel_wings。

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	类型	描述
raw	446	329.13 MiB	Waifuc-Raw	包含元信息的原始数据（最小边对齐到1400像素）
1200	446	328.96 MiB	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	974	610.15 MiB	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（包括带标签的图像），可通过waifuc加载。

标签聚类结果

原始文本版本

#	样本数量	图像示例1	图像示例2	图像示例3	图像示例4	图像示例5	标签
0	16						1girl, pink_dress, choker, cleavage, open_mouth, solo, pink_eyes, smile
1	5						1girl, anime_coloring, closed_mouth, pink_eyes, solo, bare_shoulders, collarbone, parody
2	9						1girl, solo, barefoot, pink_dress, smile, brown_eyes, open_mouth
3	15						1girl, solo, cleavage, pink_dress, choker, collarbone, upper_body, bare_shoulders
4	5						1girl, cleavage, day, frilled_dress, pink_dress, sleeveless_dress, blue_sky
5	25						bikini, cleavage, 1girl, solo, twintails, choker, open_mouth, navel
6	7						1girl, solo, tile_wall, twintails, closed_mouth, completely_nude, hair_ribbon
7	9						1girl, :d, blue_skirt, blush_stickers, chibi, open_mouth, serafuku, solo

表格版本

| # | 样本数量 | 图像示例1 | 图像示例2 | 图像示例3 | 图像示例4 | 图像示例5 | 1girl | pink_dress | choker | cleavage | open_mouth | solo | pink_eyes | smile | anime_coloring | closed_mouth | bare_shoulders | collarbone | parody | frown | looking_at_viewer | v-shaped_eyebrows | barefoot | brown_eyes | upper_body | blush | day | frilled_dress | sleeveless_dress | blue_sky | outdoors | cloud | feathered_wings | feathers | looking_to_the_side | white_wings | bikini | twintails | navel | tile_wall | completely_nude | hair_ribbon | bathroom | :d | blue_skirt | blush_stickers | chibi | serafuku | pleated_skirt | sailor_collar | short_sleeves | white_shirt | standing | full_body | teeth | |----|----------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:------|:-----------|:-------|:---------|:-----------|:-----|:----------|:------|:---------------|:-------------|:---------------|:------------|:-------|:------|:-----------------|:------------------|:---------|:-----------|:-----------|:------|:----|:--------------|:-----------------|:---------|:---------|:------|:----------------|:---------|:--------------------|:------------|:-------|:----------|:------|:----------|:----------------|:-------------|:------------|:--------------|:-----------|:---------|:----------|:------| | 0 | 16 | | | | | | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 1 | 5 | | | | | | X | | | | | X | X | | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | 2 | 9 | | | | | | X | X | | | X | X | | X | | | | | | | | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | 3 | 15 | | | | | | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | X | X | | | | | | | | | | | | | | | | | | | | | | | | 4 | 5 | | | | | | X | X | X | X | | X | | | | X | | | | | | X | X | | | | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | 5 | 25 | | | | | | X | | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | X | X | X | | | | | | | | | | | 6 | 7 | | | | | | X | | | | | X | | X | | X | | | | | | | X | X | | | | | | | | | | | | | | X | X | X | X | X | X | | | | | | | 7 | 9 | | | | | | X | | | | X | X | | | | | | | | | | | X | X | | | | | | | | | | | | | | | | | | | | X | X | X | X | X |