CyberHarem/higokumaru_honkai3

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

# Dataset of higokumaru (Houkai 3rd)

This is the dataset of higokumaru (Houkai 3rd), containing 74 images and their tags.

The core tags of this character are `pink_hair, animal_ears, fox_ears, hair_between_eyes, bangs, long_hair, blue_eyes, hair_ornament, tail, fox_tail, multicolored_hair, fox_girl`, 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 | 74 | 104.46 MiB | [Download](https://huggingface.co/datasets/CyberHarem/higokumaru_honkai3/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 74 | 54.51 MiB | [Download](https://huggingface.co/datasets/CyberHarem/higokumaru_honkai3/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 162 | 112.72 MiB | [Download](https://huggingface.co/datasets/CyberHarem/higokumaru_honkai3/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 74 | 91.54 MiB | [Download](https://huggingface.co/datasets/CyberHarem/higokumaru_honkai3/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 162 | 172.57 MiB | [Download](https://huggingface.co/datasets/CyberHarem/higokumaru_honkai3/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/higokumaru_honkai3',
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 | 9 |  |  |  |  |  | 1girl, looking_at_viewer, solo, japanese_clothes, open_mouth, streaked_hair, white_background, :d, detached_sleeves, ponytail, simple_background, black_shorts, full_body, bare_shoulders, rope |
| 1 | 13 |  |  |  |  |  | closed_mouth, 1girl, bare_shoulders, solo, breasts, looking_at_viewer, purple_eyes, smile, white_thighhighs, katana, petals, pink_skirt, full_body, miko, sheath, white_sleeves, dress, holding_sword |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | looking_at_viewer | solo | japanese_clothes | open_mouth | streaked_hair | white_background | :d | detached_sleeves | ponytail | simple_background | black_shorts | full_body | bare_shoulders | rope | closed_mouth | breasts | purple_eyes | smile | white_thighhighs | katana | petals | pink_skirt | miko | sheath | white_sleeves | dress | holding_sword |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-------|:-------------------|:-------------|:----------------|:-------------------|:-----|:-------------------|:-----------|:--------------------|:---------------|:------------|:-----------------|:-------|:---------------|:----------|:--------------|:--------|:-------------------|:---------|:---------|:-------------|:-------|:---------|:----------------|:--------|:----------------|
| 0 | 9 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | |
| 1 | 13 |  |  |  |  |  | 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

数据集基本信息

• 名称: Dataset of higokumaru (Houkai 3rd)
• 许可证: 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: 74张
• 核心标签: pink_hair, animal_ears, fox_ears, hair_between_eyes, bangs, long_hair, blue_eyes, hair_ornament, tail, fox_tail, multicolored_hair, fox_girl

数据包列表

名称	图像数量	大小	类型	描述
raw	74	104.46 MiB	Waifuc-Raw	包含元信息的原始数据（如果较大，最小边对齐到1400）
800	74	54.51 MiB	IMG+TXT	短边不超过800像素的数据集
stage3-p480-800	162	112.72 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素
1200	74	91.54 MiB	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	162	172.57 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1	图像2	图像3	图像4	图像5	标签
0	9						1girl, looking_at_viewer, solo, japanese_clothes, open_mouth, streaked_hair, white_background, :d, detached_sleeves, ponytail, simple_background, black_shorts, full_body, bare_shoulders, rope
1	13						closed_mouth, 1girl, bare_shoulders, solo, breasts, looking_at_viewer, purple_eyes, smile, white_thighhighs, katana, petals, pink_skirt, full_body, miko, sheath, white_sleeves, dress, holding_sword

表格版本

#	样本数量	图像1	图像2	图像3	图像4	图像5	1girl	looking_at_viewer	solo	japanese_clothes	open_mouth	streaked_hair	white_background	:d	detached_sleeves	ponytail	simple_background	black_shorts	full_body	bare_shoulders	rope	closed_mouth	breasts	purple_eyes	smile	white_thighhighs	katana	petals	pink_skirt	miko	sheath	white_sleeves	dress	holding_sword
0	9						X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
1	13						X	X	X									X	X	X		X	X	X	X	X	X	X	X	X	X	X