CyberHarem/seta_kaoru_bangdream

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

# Dataset of seta_kaoru/瀬田薫/세타카오루 (BanG Dream!)

This is the dataset of seta_kaoru/瀬田薫/세타카오루 (BanG Dream!), containing 239 images and their tags.

The core tags of this character are `purple_hair, red_eyes, bangs, long_hair, ponytail, hair_between_eyes, sidelocks`, 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 | 239 | 216.13 MiB | [Download](https://huggingface.co/datasets/CyberHarem/seta_kaoru_bangdream/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 239 | 158.94 MiB | [Download](https://huggingface.co/datasets/CyberHarem/seta_kaoru_bangdream/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 467 | 290.19 MiB | [Download](https://huggingface.co/datasets/CyberHarem/seta_kaoru_bangdream/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 239 | 201.00 MiB | [Download](https://huggingface.co/datasets/CyberHarem/seta_kaoru_bangdream/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 467 | 359.69 MiB | [Download](https://huggingface.co/datasets/CyberHarem/seta_kaoru_bangdream/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/seta_kaoru_bangdream',
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 | 10 |  |  |  |  |  | black_vest, collared_shirt, long_sleeves, smile, white_shirt, simple_background, 1girl, solo, white_background, looking_at_viewer, necklace, black_pants, upper_body, open_mouth, pinstripe_pattern, vertical_stripes |
| 1 | 14 |  |  |  |  |  | 1girl, school_uniform, solo, blazer, grey_jacket, long_sleeves, collared_shirt, looking_at_viewer, striped_necktie, :d, open_mouth, white_background, white_shirt, plaid_skirt, pleated_skirt, upper_body, miniskirt, sparkle, holding, simple_background |
| 2 | 9 |  |  |  |  |  | 1girl, looking_at_viewer, smile, solo, black_headwear, hat_flower, red_rose, brooch, holding, jacket, one_eye_closed, top_hat, upper_body, ascot, cape, formal, hat_ribbon, long_sleeves, pants, purple_bowtie, suit, vest |
| 3 | 8 |  |  |  |  |  | 1girl, blush, hetero, solo_focus, 1boy, nipples, open_mouth, medium_breasts, penis, completely_nude, cum_in_pussy, sex, spread_legs, tears, vaginal, ass, girl_on_top, mosaic_censoring, open_shirt, purple_eyes, small_breasts, sweat |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | black_vest | collared_shirt | long_sleeves | smile | white_shirt | simple_background | 1girl | solo | white_background | looking_at_viewer | necklace | black_pants | upper_body | open_mouth | pinstripe_pattern | vertical_stripes | school_uniform | blazer | grey_jacket | striped_necktie | :d | plaid_skirt | pleated_skirt | miniskirt | sparkle | holding | black_headwear | hat_flower | red_rose | brooch | jacket | one_eye_closed | top_hat | ascot | cape | formal | hat_ribbon | pants | purple_bowtie | suit | vest | blush | hetero | solo_focus | 1boy | nipples | medium_breasts | penis | completely_nude | cum_in_pussy | sex | spread_legs | tears | vaginal | ass | girl_on_top | mosaic_censoring | open_shirt | purple_eyes | small_breasts | sweat |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:-------------|:-----------------|:---------------|:--------|:--------------|:--------------------|:--------|:-------|:-------------------|:--------------------|:-----------|:--------------|:-------------|:-------------|:--------------------|:-------------------|:-----------------|:---------|:--------------|:------------------|:-----|:--------------|:----------------|:------------|:----------|:----------|:-----------------|:-------------|:-----------|:---------|:---------|:-----------------|:----------|:--------|:-------|:---------|:-------------|:--------|:----------------|:-------|:-------|:--------|:---------|:-------------|:-------|:----------|:-----------------|:--------|:------------------|:---------------|:------|:--------------|:--------|:----------|:------|:--------------|:-------------------|:-------------|:--------------|:----------------|:--------|
| 0 | 10 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 14 |  |  |  |  |  | | X | X | | X | X | X | X | X | X | | | X | X | | | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 9 |  |  |  |  |  | | | X | X | | | X | X | | X | | | X | | | | | | | | | | | | | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | |
| 3 | 8 |  |  |  |  |  | | | | | | | X | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | 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

基本信息

• 数据集名称: Dataset of seta_kaoru/瀬田薫/세타카오루 (BanG Dream!)
• 许可证: MIT
• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 数据量: n<1K

数据内容

• 图像数量: 239张
• 核心标签: purple_hair, red_eyes, bangs, long_hair, ponytail, hair_between_eyes, sidelocks

数据包列表

名称	图像数量	大小	类型	描述
raw	239	216.13 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）
800	239	158.94 MiB	IMG+TXT	短边不超过800像素的数据集
stage3-p480-800	467	290.19 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素
1200	239	201.00 MiB	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	467	359.69 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	10		black_vest, collared_shirt, long_sleeves, smile, white_shirt, simple_background, 1girl, solo, white_background, looking_at_viewer, necklace, black_pants, upper_body, open_mouth, pinstripe_pattern, vertical_stripes
1	14		1girl, school_uniform, solo, blazer, grey_jacket, long_sleeves, collared_shirt, looking_at_viewer, striped_necktie, :d, open_mouth, white_background, white_shirt, plaid_skirt, pleated_skirt, upper_body, miniskirt, sparkle, holding, simple_background
2	9		1girl, looking_at_viewer, smile, solo, black_headwear, hat_flower, red_rose, brooch, holding, jacket, one_eye_closed, top_hat, upper_body, ascot, cape, formal, hat_ribbon, long_sleeves, pants, purple_bowtie, suit, vest
3	8		1girl, blush, hetero, solo_focus, 1boy, nipples, open_mouth, medium_breasts, penis, completely_nude, cum_in_pussy, sex, spread_legs, tears, vaginal, ass, girl_on_top, mosaic_censoring, open_shirt, purple_eyes, small_breasts, sweat