CyberHarem/aponia_honkai3

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

# Dataset of aponia (Houkai 3rd)

This is the dataset of aponia (Houkai 3rd), containing 320 images and their tags.

The core tags of this character are `long_hair, breasts, bangs, hair_between_eyes, large_breasts, brown_hair, blue_eyes, mole_under_eye, mole, long_bangs`, 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 | 320 | 613.18 MiB | [Download](https://huggingface.co/datasets/CyberHarem/aponia_honkai3/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 320 | 284.79 MiB | [Download](https://huggingface.co/datasets/CyberHarem/aponia_honkai3/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 795 | 608.78 MiB | [Download](https://huggingface.co/datasets/CyberHarem/aponia_honkai3/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 320 | 509.79 MiB | [Download](https://huggingface.co/datasets/CyberHarem/aponia_honkai3/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 795 | 960.21 MiB | [Download](https://huggingface.co/datasets/CyberHarem/aponia_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/aponia_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 | 6 |  |  |  |  |  | 1girl, closed_mouth, looking_at_viewer, nun, solo, upper_body, veil, black_dress, simple_background, white_background, long_sleeves |
| 1 | 13 |  |  |  |  |  | 1girl, black_dress, long_sleeves, nun, solo, veil, butterfly_wings, closed_mouth, looking_at_viewer, blonde_hair, breast_curtains, pelvic_curtain, red_eyes, blue_butterfly, full_body, thigh_strap, thighs |
| 2 | 5 |  |  |  |  |  | 1girl, bare_shoulders, cleavage, closed_mouth, looking_at_viewer, solo, sun_hat, white_dress, white_headwear, simple_background, choker, white_background, blonde_hair, criss-cross_halter, flower, purple_eyes, smile, upper_body |
| 3 | 6 |  |  |  |  |  | 1girl, bare_shoulders, cleavage, smile, solo, sun_hat, white_dress, white_headwear, blue_butterfly, looking_at_viewer, choker, closed_mouth |
| 4 | 7 |  |  |  |  |  | 1girl, black_dress, hetero, solo_focus, veil, 1boy, blush, long_sleeves, looking_at_viewer, nun, penis, mosaic_censoring, nipples, purple_eyes, pussy, sex, vaginal, smile, thigh_strap |
| 5 | 6 |  |  |  |  |  | bare_shoulders, black_gloves, closed_mouth, hair_ornament, holding_clipboard, 1girl, cleavage_cutout, looking_at_viewer, smile, solo, white_dress, white_thighhighs, black_dress, elbow_gloves, black_headwear, detached_sleeves, hat, simple_background, white_background |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | closed_mouth | looking_at_viewer | nun | solo | upper_body | veil | black_dress | simple_background | white_background | long_sleeves | butterfly_wings | blonde_hair | breast_curtains | pelvic_curtain | red_eyes | blue_butterfly | full_body | thigh_strap | thighs | bare_shoulders | cleavage | sun_hat | white_dress | white_headwear | choker | criss-cross_halter | flower | purple_eyes | smile | hetero | solo_focus | 1boy | blush | penis | mosaic_censoring | nipples | pussy | sex | vaginal | black_gloves | hair_ornament | holding_clipboard | cleavage_cutout | white_thighhighs | elbow_gloves | black_headwear | detached_sleeves | hat |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:--------------------|:------|:-------|:-------------|:-------|:--------------|:--------------------|:-------------------|:---------------|:------------------|:--------------|:------------------|:-----------------|:-----------|:-----------------|:------------|:--------------|:---------|:-----------------|:-----------|:----------|:--------------|:-----------------|:---------|:---------------------|:---------|:--------------|:--------|:---------|:-------------|:-------|:--------|:--------|:-------------------|:----------|:--------|:------|:----------|:---------------|:----------------|:--------------------|:------------------|:-------------------|:---------------|:-----------------|:-------------------|:------|
| 0 | 6 |  |  |  |  |  | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 5 |  |  |  |  |  | X | X | X | | X | X | | | X | X | | | X | | | | | | | | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | |
| 3 | 6 |  |  |  |  |  | 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 | X | X | | | | | | | | | |
| 5 | 6 |  |  |  |  |  | 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

数据集基本信息

• 名称：Dataset of aponia (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：320张
• 核心标签：long_hair, breasts, bangs, hair_between_eyes, large_breasts, brown_hair, blue_eyes, mole_under_eye, mole, long_bangs

数据集包列表

名称	图像数量	大小	类型	描述
raw	320	613.18 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	320	284.79 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	795	608.78 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	320	509.79 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	795	960.21 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	6		1girl, closed_mouth, looking_at_viewer, nun, solo, upper_body, veil, black_dress, simple_background, white_background, long_sleeves
1	13		1girl, black_dress, long_sleeves, nun, solo, veil, butterfly_wings, closed_mouth, looking_at_viewer, blonde_hair, breast_curtains, pelvic_curtain, red_eyes, blue_butterfly, full_body, thigh_strap, thighs
2	5		1girl, bare_shoulders, cleavage, closed_mouth, looking_at_viewer, solo, sun_hat, white_dress, white_headwear, simple_background, choker, white_background, blonde_hair, criss-cross_halter, flower, purple_eyes, smile, upper_body
3	6		1girl, bare_shoulders, cleavage, smile, solo, sun_hat, white_dress, white_headwear, blue_butterfly, looking_at_viewer, choker, closed_mouth
4	7		1girl, black_dress, hetero, solo_focus, veil, 1boy, blush, long_sleeves, looking_at_viewer, nun, penis, mosaic_censoring, nipples, purple_eyes, pussy, sex, vaginal, smile, thigh_strap
5	6		bare_shoulders, black_gloves, closed_mouth, hair_ornament, holding_clipboard, 1girl, cleavage_cutout, looking_at_viewer, smile, solo, white_dress, white_thighhighs, black_dress, elbow_gloves, black_headwear, detached_sleeves, hat, simple_background, white_background

表格版本

#	样本数量	图像示例	1girl	closed_mouth	looking_at_viewer	nun	solo	upper_body	veil	black_dress	simple_background	white_background	long_sleeves	butterfly_wings	blonde_hair	breast_curtains	pelvic_curtain	red_eyes	blue_butterfly	full_body	thigh_strap	thighs	bare_shoulders	cleavage	sun_hat	white_dress	white_headwear	choker	criss-cross_halter	flower	purple_eyes	smile	hetero	solo_focus	1boy	blush	penis	mosaic_censoring	nipples	pussy	sex	vaginal	black_gloves	hair_ornament	holding_clipboard	cleavage_cutout	white_thighhighs	elbow_gloves	black_headwear	detached_sleeves	hat
0	6		X	X	X	X	X	X	X	X	X	X	X