CyberHarem/matsubara_kanon_bangdream

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

# Dataset of matsubara_kanon/松原花音/마츠바라카논 (BanG Dream!)

This is the dataset of matsubara_kanon/松原花音/마츠바라카논 (BanG Dream!), containing 500 images and their tags.

The core tags of this character are `blue_hair, purple_eyes, bangs, long_hair, one_side_up, ribbon, hair_ribbon, hair_ornament, light_blue_hair`, 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 | 500 | 683.74 MiB | [Download](https://huggingface.co/datasets/CyberHarem/matsubara_kanon_bangdream/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 500 | 399.39 MiB | [Download](https://huggingface.co/datasets/CyberHarem/matsubara_kanon_bangdream/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 1237 | 872.69 MiB | [Download](https://huggingface.co/datasets/CyberHarem/matsubara_kanon_bangdream/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 500 | 610.99 MiB | [Download](https://huggingface.co/datasets/CyberHarem/matsubara_kanon_bangdream/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 1237 | 1.22 GiB | [Download](https://huggingface.co/datasets/CyberHarem/matsubara_kanon_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/matsubara_kanon_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 | 15 |  |  |  |  |  | epaulettes, 1girl, band_uniform, shako_cap, solo, looking_at_viewer, open_mouth, green_ribbon, holding, sleeveless, wrist_cuffs, drumsticks, blush, white_skirt, :d, instrument |
| 1 | 44 |  |  |  |  |  | 1girl, looking_at_viewer, solo, blush, bare_shoulders, short_sleeves, smile, hair_flower, frilled_sleeves, simple_background, white_background, blue_shirt, dress, upper_body, collarbone, green_ribbon, open_mouth, frilled_shirt, off_shoulder |
| 2 | 13 |  |  |  |  |  | 1girl, blush, looking_at_viewer, solo, bow, short_sleeves, striped_ribbon, twintails, alternate_hairstyle, wrist_cuffs, earrings, red_ribbon, holding_gift, valentine, frilled_dress, center_frills, frilled_sleeves, gift_box, hair_flower, heart-shaped_box, heart_hair_ornament, white_background, :d, blue_ribbon, open_mouth, thighhighs |
| 3 | 11 |  |  |  |  |  | 1girl, solo, earrings, looking_at_viewer, double_bun, blush, open_mouth, :d, dress, braid, jellyfish, long_sleeves, see-through_sleeves, shirt, hand_on_own_chest, upper_body |
| 4 | 7 |  |  |  |  |  | 1girl, bow, detached_sleeves, looking_at_viewer, smile, solo, tiara, wrist_cuffs, blush, double_bun, frills, underwater, air_bubble, earrings, bun_cover, jellyfish, midriff, sidelocks, skirt, aqua_hair, bloomers, cleavage, gem, medium_breasts, open_mouth, pink_eyes, pink_ribbon |
| 5 | 35 |  |  |  |  |  | hanasakigawa_school_uniform, long_sleeves, 1girl, sailor_dress, blush, solo, brown_dress, red_ribbon, looking_at_viewer, neck_ribbon, smile, green_ribbon, open_mouth, double-breasted, upper_body, white_background, flower, simple_background, white_sailor_collar |
| 6 | 7 |  |  |  |  |  | 1girl, bow, hair_flower, hairband, solo, white_flower, alternate_hairstyle, blush, floral_print, hair_over_shoulder, long_sleeves, ribbon_braid, single_braid, strawberry_hair_ornament, looking_at_viewer, print_dress, striped_ribbon, upper_body, white_gloves, :d, blue_dress, flower_earrings, open_mouth, pink_ribbon, upper_teeth_only, white_background, frilled_dress, frilled_shirt_collar, frilled_sleeves, red_ribbon |
| 7 | 7 |  |  |  |  |  | 1girl, blush, hair_flower, long_sleeves, looking_at_viewer, solo, wide_sleeves, green_kimono, white_background, frilled_sleeves, maid_apron, white_flower, cosplay, frilled_apron, open_mouth, pom_pom_(clothes), wa_maid, white_apron, :d, green_bow, green_ribbon, hair_between_eyes, simple_background, striped_bow, upper_body |
| 8 | 6 |  |  |  |  |  | 1girl, frills, looking_at_viewer, solo, blush, hat_bow, hat_ribbon, rabbit_ears, top_hat, chain, open_mouth, skirt, sleeveless, upper_body, :d, black_headwear, black_ribbon, blue_bow, heart_earrings, neck_ribbon, striped, watch, white_background, wrist_cuffs |
| 9 | 10 |  |  |  |  |  | 2girls, blush, open_mouth, yuri, white_background, closed_eyes, blonde_hair |
| 10 | 13 |  |  |  |  |  | 1girl, day, outdoors, solo, cloud, looking_at_viewer, bikini, blue_sky, blush, collarbone, open_mouth, cleavage, navel, :d, frills, medium_breasts, ocean, ball, holding, jewelry, standing |
| 11 | 6 |  |  |  |  |  | 1girl, blush, hetero, solo_focus, 1boy, collarbone, large_breasts, looking_at_viewer, nipples, open_mouth, penis, clothing_aside, cum_in_pussy, sex, spread_legs, sweat, vaginal, bar_censor, bikini, girl_on_top, heavy_breathing, medium_breasts, mosaic_censoring, navel, sidelocks, straddling, tears |
| 12 | 6 |  |  |  |  |  | 1girl, hetero, nipples, open_mouth, penis, sex, solo_focus, heart-shaped_pupils, medium_breasts, navel, pussy, spread_legs, 1boy, completely_nude, cum, mosaic_censoring, nose_blush, sweat, testicles, vaginal |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | epaulettes | 1girl | band_uniform | shako_cap | solo | looking_at_viewer | open_mouth | green_ribbon | holding | sleeveless | wrist_cuffs | drumsticks | blush | white_skirt | :d | instrument | bare_shoulders | short_sleeves | smile | hair_flower | frilled_sleeves | simple_background | white_background | blue_shirt | dress | upper_body | collarbone | frilled_shirt | off_shoulder | bow | striped_ribbon | twintails | alternate_hairstyle | earrings | red_ribbon | holding_gift | valentine | frilled_dress | center_frills | gift_box | heart-shaped_box | heart_hair_ornament | blue_ribbon | thighhighs | double_bun | braid | jellyfish | long_sleeves | see-through_sleeves | shirt | hand_on_own_chest | detached_sleeves | tiara | frills | underwater | air_bubble | bun_cover | midriff | sidelocks | skirt | aqua_hair | bloomers | cleavage | gem | medium_breasts | pink_eyes | pink_ribbon | hanasakigawa_school_uniform | sailor_dress | brown_dress | neck_ribbon | double-breasted | flower | white_sailor_collar | hairband | white_flower | floral_print | hair_over_shoulder | ribbon_braid | single_braid | strawberry_hair_ornament | print_dress | white_gloves | blue_dress | flower_earrings | upper_teeth_only | frilled_shirt_collar | wide_sleeves | green_kimono | maid_apron | cosplay | frilled_apron | pom_pom_(clothes) | wa_maid | white_apron | green_bow | hair_between_eyes | striped_bow | hat_bow | hat_ribbon | rabbit_ears | top_hat | chain | black_headwear | black_ribbon | blue_bow | heart_earrings | striped | watch | 2girls | yuri | closed_eyes | blonde_hair | day | outdoors | cloud | bikini | blue_sky | navel | ocean | ball | jewelry | standing | hetero | solo_focus | 1boy | large_breasts | nipples | penis | clothing_aside | cum_in_pussy | sex | spread_legs | sweat | vaginal | bar_censor | girl_on_top | heavy_breathing | mosaic_censoring | straddling | tears | heart-shaped_pupils | pussy | completely_nude | cum | nose_blush | testicles |
|----:|----------:|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:-------------|:--------|:---------------|:------------|:-------|:--------------------|:-------------|:---------------|:----------|:-------------|:--------------|:-------------|:--------|:--------------|:-----|:-------------|:-----------------|:----------------|:--------|:--------------|:------------------|:--------------------|:-------------------|:-------------|:--------|:-------------|:-------------|:----------------|:---------------|:------|:-----------------|:------------|:----------------------|:-----------|:-------------|:---------------|:------------|:----------------|:----------------|:-----------|:-------------------|:----------------------|:--------------|:-------------|:-------------|:--------|:------------|:---------------|:----------------------|:--------|:--------------------|:-------------------|:--------|:---------|:-------------|:-------------|:------------|:----------|:------------|:--------|:------------|:-----------|:-----------|:------|:-----------------|:------------|:--------------|:------------------------------|:---------------|:--------------|:--------------|:------------------|:---------|:----------------------|:-----------|:---------------|:---------------|:---------------------|:---------------|:---------------|:---------------------------|:--------------|:---------------|:-------------|:------------------|:-------------------|:-----------------------|:---------------|:---------------|:-------------|:----------|:----------------|:--------------------|:----------|:--------------|:------------|:--------------------|:--------------|:----------|:-------------|:--------------|:----------|:--------|:-----------------|:---------------|:-----------|:-----------------|:----------|:--------|:---------|:-------|:--------------|:--------------|:------|:-----------|:--------|:---------|:-----------|:--------|:--------|:-------|:----------|:-----------|:---------|:-------------|:-------|:----------------|:----------|:--------|:-----------------|:---------------|:------|:--------------|:--------|:----------|:-------------|:--------------|:------------------|:-------------------|:-------------|:--------|:----------------------|:--------|:------------------|:------|:-------------|:------------|
| 0 | 15 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 44 |  |  |  |  |  | | X | | | X | X | X | X | | | | | X | | | | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 13 |  |  |  |  |  | | X | | | X | X | X | | | | X | | X | | X | | | X | | X | X | | X | | | | | | | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 11 |  |  |  |  |  | | X | | | X | X | X | | | | | | 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 | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 5 | 35 |  |  |  |  |  | | X | | | X | X | X | X | | | | | X | | | | | | X | | | X | X | | | X | | | | | | | | | X | | | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 6 | 7 |  |  |  |  |  | | X | | | X | X | X | | | | | | X | | X | | | | | X | X | | X | | | X | | | | X | X | | X | | X | | | X | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | X | | | | | | | | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 7 | 7 |  |  |  |  |  | | X | | | X | X | X | X | | | | | X | | X | | | | | X | X | X | X | | | X | | | | | | | | | | | | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | | | | | | | | | | | | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 8 | 6 |  |  |  |  |  | | X | | | X | X | X | | | X | X | | X | | X | | | | | | | | X | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | | | | | | X | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 9 | 10 |  |  |  |  |  | | | | | | | X | | | | | | X | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 10 | 13 |  |  |  |  |  | | X | | | X | X | X | | X | | | | X | | X | | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | X | | | | | | | | | X | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | |
| 11 | 6 |  |  |  |  |  | | X | | | | X | X | | | | | | X | | | | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | | X | | | | | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | |
| 12 | 6 |  |  |  |  |  | | 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

数据集名称

Dataset of matsubara_kanon/松原花音/마츠바라카논 (BanG Dream!)

数据集描述

该数据集包含500张图片及其标签，主题为matsubara_kanon/松原花音/마츠바라카논（BanG Dream!）。图片主要标签包括blue_hair, purple_eyes, bangs, long_hair, one_side_up, ribbon, hair_ribbon, hair_ornament, light_blue_hair。

数据集来源

图片从多个网站（如danbooru, pixiv, zerochan等）爬取，爬虫系统由DeepGHS Team提供支持。

数据集包列表

名称	图片数量	大小	下载链接	类型	描述
raw	500	683.74 MiB	Download	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	500	399.39 MiB	Download	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	1237	872.69 MiB	Download	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	500	610.99 MiB	Download	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	1237	1.22 GiB	Download	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。

标签聚类结果

以下是部分标签聚类结果的示例：

原始文本版本

#	样本数量	图片示例	标签
0	15		epaulettes, 1girl, band_uniform, shako_cap, solo, looking_at_viewer, open_mouth, green_ribbon, holding, sleeveless, wrist_cuffs, drumsticks, blush, white_skirt, :d, instrument
1	44		1girl, looking_at_viewer, solo, blush, bare_shoulders, short_sleeves, smile, hair_flower, frilled_sleeves, simple_background, white_background, blue_shirt, dress, upper_body, collarbone, green_ribbon, open_mouth, frilled_shirt, off_shoulder
2	13		1girl, blush, looking_at_viewer, solo, bow, short_sleeves, striped_ribbon, twintails, alternate_hairstyle, wrist_cuffs, earrings, red_ribbon, holding_gift, valentine, frilled_dress, center_frills, frilled_sleeves, gift_box, heart-shaped_box, heart_hair_ornament, white_background, :d, blue_ribbon, open_mouth, thighhighs
3	11		1girl, solo, earrings, looking_at_viewer, double_bun, blush, open_mouth, :d, dress, braid, jellyfish, long_sleeves, see-through_sleeves, shirt, hand_on_own_chest, upper_body
4	7		1girl, bow, detached_sleeves, looking_at_viewer, smile, solo, tiara, wrist_cuffs, blush, double_bun, frills, underwater, air_bubble, earrings, bun_cover, jellyfish, midriff, sidelocks, skirt, aqua_hair, bloomers, cleavage, gem, medium_breasts, open_mouth, pink_eyes, pink_ribbon
5	35		hanasakigawa_school_uniform, long_sleeves, 1girl, sailor_dress, blush, solo, brown_dress, red_ribbon, looking_at_viewer, neck_ribbon, smile, green_ribbon, open_mouth, double-breasted, upper_body, white_background, flower, simple_background, white_sailor_collar
6	7		1girl, bow, hair_flower, hairband, solo, white_flower, alternate_hairstyle, blush, floral_print, hair_over_shoulder, long_sleeves, ribbon_braid, single_braid, strawberry_hair_ornament, looking_at_viewer, print_dress, striped_ribbon, upper_body, white_gloves, :d, blue_dress, flower_earrings, open_mouth, pink_ribbon, upper_teeth_only, white_background, frilled_dress, frilled_shirt_collar, frilled_sleeves, red_ribbon
7	7		1girl, blush, hair_flower, long_sleeves, looking_at_viewer, solo, wide_sleeves, green_kimono, white_background, frilled_sleeves, maid_apron, white_flower, cosplay, frilled_apron, open_mouth, pom_pom_(clothes), wa_maid, white_apron, :d, green_bow, green_ribbon, hair_between_eyes, simple_background, striped_bow, upper_body
8	6		1girl, frills, looking_at_viewer, solo, blush, hat_bow, hat_ribbon, rabbit_ears, top_hat, chain, open_mouth, skirt, sleeveless, upper_body, :d, black_headwear, black_ribbon, blue_bow, heart_earrings, neck_ribbon, striped, watch, white_background, wrist_cuffs
9	10		2girls, blush, open_mouth, yuri, white_background, closed_eyes, blonde_hair
10	13		1girl, day, outdoors, solo, cloud, looking_at_viewer, bikini, blue_sky, blush, collarbone, open_mouth, cleavage, navel, :d, frills, medium_breasts, ocean, ball, holding, jewelry, standing
11	6		1girl, blush, hetero, solo_focus, 1boy, collarbone, large_breasts, looking_at_viewer, nipples, open_mouth, penis, clothing_aside, cum_in_pussy, sex, spread_legs, sweat, vaginal, bar_censor, bikini, girl_on_top, heavy_breathing, medium_breasts, mosaic_censoring, navel, sidelocks, straddling, tears
12	6		1girl, hetero, nipples, open_mouth, penis, sex, solo_focus, heart-shaped_pupils, medium_breasts, navel, pussy, spread_legs, 1boy, completely_nude, cum, mosaic_censoring, nose_blush, sweat, testicles, vaginal