CyberHarem/kunikida_hanamaru_lovelivesunshine

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

# Dataset of kunikida_hanamaru/国木田花丸/쿠니키다하나마루 (Love Live! Sunshine!!)

This is the dataset of kunikida_hanamaru/国木田花丸/쿠니키다하나마루 (Love Live! Sunshine!!), containing 500 images and their tags.

The core tags of this character are `brown_hair, long_hair, bangs, yellow_eyes, brown_eyes, bow, breasts`, 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 | 687.58 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kunikida_hanamaru_lovelivesunshine/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 500 | 376.46 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kunikida_hanamaru_lovelivesunshine/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 1214 | 828.16 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kunikida_hanamaru_lovelivesunshine/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 500 | 598.54 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kunikida_hanamaru_lovelivesunshine/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 1214 | 1.18 GiB | [Download](https://huggingface.co/datasets/CyberHarem/kunikida_hanamaru_lovelivesunshine/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/kunikida_hanamaru_lovelivesunshine',
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, blush, looking_at_viewer, solo, fur_trim, hair_ornament, :d, boots, dress, open_mouth, white_headwear, beret, hat_bow, long_sleeves |
| 1 | 10 |  |  |  |  |  | 1girl, dated, happy_birthday, looking_at_viewer, open_mouth, solo, blush, character_name, english_text, upper_body, :d, dress, earrings, heart, short_sleeves, sidelocks |
| 2 | 22 |  |  |  |  |  | 1girl, long_sleeves, looking_at_viewer, serafuku, solo, uranohoshi_school_uniform, yellow_cardigan, blush, pleated_skirt, grey_sailor_collar, black_pantyhose, grey_skirt, open_mouth, :d, white_background, miniskirt, simple_background, orange_bowtie |
| 3 | 7 |  |  |  |  |  | 1girl, beret, blush, long_sleeves, plaid_skirt, solo, suspender_skirt, white_sweater, hairclip, looking_at_viewer, brown_skirt, open_mouth, turtleneck, upper_body, :d, bag |
| 4 | 10 |  |  |  |  |  | 1girl, looking_at_viewer, necklace, solo, bare_shoulders, blush, tiara, collarbone, open_mouth, hair_flower, rose, white_dress, :d, braid, elbow_gloves, holding_bouquet, simple_background, star_(symbol), wedding_dress, white_gloves, yellow_flower |
| 5 | 11 |  |  |  |  |  | 1girl, glasses, solo, holding_book, butterfly, smile, long_sleeves, looking_at_viewer, blue_dress, blush, hair_ribbon, round_eyewear, hair_bow, window, shirt, socks |
| 6 | 9 |  |  |  |  |  | 1girl, looking_at_viewer, short_sleeves, solo, blush, collared_shirt, smile, star_hair_ornament, blue_skirt, hair_bow, striped_bowtie, sweater_vest, white_shirt, collarbone, bracelet, hair_between_eyes, hairclip, holding_food, miniskirt, pleated_skirt, popsicle, school_uniform, white_background, blue_bowtie, blue_vest, innertube, one_eye_closed, simple_background, tongue_out, wrist_scrunchie, yellow_scrunchie |
| 7 | 6 |  |  |  |  |  | 1girl, hair_flower, obi, solo, long_sleeves, looking_at_viewer, smile, wide_sleeves, blush, floral_print, sidelocks, alternate_hairstyle, holding, ponytail, yukata |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | blush | looking_at_viewer | solo | fur_trim | hair_ornament | :d | boots | dress | open_mouth | white_headwear | beret | hat_bow | long_sleeves | dated | happy_birthday | character_name | english_text | upper_body | earrings | heart | short_sleeves | sidelocks | serafuku | uranohoshi_school_uniform | yellow_cardigan | pleated_skirt | grey_sailor_collar | black_pantyhose | grey_skirt | white_background | miniskirt | simple_background | orange_bowtie | plaid_skirt | suspender_skirt | white_sweater | hairclip | brown_skirt | turtleneck | bag | necklace | bare_shoulders | tiara | collarbone | hair_flower | rose | white_dress | braid | elbow_gloves | holding_bouquet | star_(symbol) | wedding_dress | white_gloves | yellow_flower | glasses | holding_book | butterfly | smile | blue_dress | hair_ribbon | round_eyewear | hair_bow | window | shirt | socks | collared_shirt | star_hair_ornament | blue_skirt | striped_bowtie | sweater_vest | white_shirt | bracelet | hair_between_eyes | holding_food | popsicle | school_uniform | blue_bowtie | blue_vest | innertube | one_eye_closed | tongue_out | wrist_scrunchie | yellow_scrunchie | obi | wide_sleeves | floral_print | alternate_hairstyle | holding | ponytail | yukata |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:--------------------|:-------|:-----------|:----------------|:-----|:--------|:--------|:-------------|:-----------------|:--------|:----------|:---------------|:--------|:-----------------|:-----------------|:---------------|:-------------|:-----------|:--------|:----------------|:------------|:-----------|:----------------------------|:------------------|:----------------|:---------------------|:------------------|:-------------|:-------------------|:------------|:--------------------|:----------------|:--------------|:------------------|:----------------|:-----------|:--------------|:-------------|:------|:-----------|:-----------------|:--------|:-------------|:--------------|:-------|:--------------|:--------|:---------------|:------------------|:----------------|:----------------|:---------------|:----------------|:----------|:---------------|:------------|:--------|:-------------|:--------------|:----------------|:-----------|:---------|:--------|:--------|:-----------------|:---------------------|:-------------|:-----------------|:---------------|:--------------|:-----------|:--------------------|:---------------|:-----------|:-----------------|:--------------|:------------|:------------|:-----------------|:-------------|:------------------|:-------------------|:------|:---------------|:---------------|:----------------------|:----------|:-----------|:---------|
| 0 | 6 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 10 |  |  |  |  |  | X | X | X | X | | | X | | X | X | | | | | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 22 |  |  |  |  |  | X | X | X | X | | | X | | | X | | | | X | | | | | | | | | | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 7 |  |  |  |  |  | X | X | X | X | | | X | | | X | | X | | X | | | | | X | | | | | | | | | | | | | | | | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 10 |  |  |  |  |  | X | X | X | X | | | X | | | X | | | | | | | | | | | | | | | | | | | | | | | X | | | | | | | | | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 5 | 11 |  |  |  |  |  | X | X | X | X | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | |
| 6 | 9 |  |  |  |  |  | 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 | X | | | | | | | |
| 7 | 6 |  |  |  |  |  | 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 kunikida_hanamaru/国木田花丸/쿠니키다하나마루 (Love Live! Sunshine!!)

数据集描述

该数据集包含500张关于角色kunikida_hanamaru/国木田花丸/쿠니키다하나마루（来自Love Live! Sunshine!!）的图像及其标签。

核心标签

• 棕色头发（brown_hair）
• 长发（long_hair）
• 刘海（bangs）
• 黄色眼睛（yellow_eyes）
• 棕色眼睛（brown_eyes）
• 蝴蝶结（bow）
• 胸部（breasts）

数据来源

图像从多个网站爬取，包括danbooru、pixiv、zerochan等。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	500	687.58 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	500	376.46 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	1214	828.16 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	500	598.54 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	1214	1.18 GiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。

加载原始数据集

提供了用于加载原始数据集的Python代码示例，使用waifuc库。

标签聚类结果

列出了标签聚类的结果，可能有助于挖掘某些服装。

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	6						1girl, blush, looking_at_viewer, solo, fur_trim, hair_ornament, :d, boots, dress, open_mouth, white_headwear, beret, hat_bow, long_sleeves
1	10						1girl, dated, happy_birthday, looking_at_viewer, open_mouth, solo, blush, character_name, english_text, upper_body, :d, dress, earrings, heart, short_sleeves, sidelocks
2	22						1girl, long_sleeves, looking_at_viewer, serafuku, solo, uranohoshi_school_uniform, yellow_cardigan, blush, pleated_skirt, grey_sailor_collar, black_pantyhose, grey_skirt, open_mouth, :d, white_background, miniskirt, simple_background, orange_bowtie
3	7						1girl, beret, blush, long_sleeves, plaid_skirt, solo, suspender_skirt, white_sweater, hairclip, looking_at_viewer, brown_skirt, open_mouth, turtleneck, upper_body, :d, bag
4	10						1girl, looking_at_viewer, necklace, solo, bare_shoulders, blush, tiara, collarbone, open_mouth, hair_flower, rose, white_dress, :d, braid, elbow_gloves, holding_bouquet, simple_background, star_(symbol), wedding_dress, white_gloves, yellow_flower
5	11						1girl, glasses, solo, holding_book, butterfly, smile, long_sleeves, looking_at_viewer, blue_dress, blush, hair_ribbon, round_eyewear, hair_bow, window, shirt, socks
6	9						1girl, looking_at_viewer, short_sleeves, solo, blush, collared_shirt, smile, star_hair_ornament, blue_skirt, hair_bow, striped_bowtie, sweater_vest, white_shirt, collarbone, bracelet, hair_between_eyes, hairclip, holding_food, miniskirt, pleated_skirt, popsicle, school_uniform, white_background, blue_bowtie, blue_vest, innertube, one_eye_closed, simple_background, tongue_out, wrist_scrunchie, yellow_scrunchie
7	6						1girl, hair_flower, obi, solo, long_sleeves, looking_at_viewer, smile, wide_sleeves, blush, floral_print, sidelocks, alternate_hairstyle, holding, ponytail, yukata

表格版本

#	样本数量	图像1	图像2	图像3	图像4	图像5	1girl	blush	looking_at_viewer	solo	fur_trim	hair_ornament	:d	boots	dress	open_mouth	white_headwear	beret	hat_bow	long_sleeves	dated	happy_birthday	character_name	english_text	upper_body	earrings	heart	short_sleeves	sidelocks	serafuku	uranohoshi_school_uniform	yellow_cardigan	pleated_skirt	grey_sailor_collar	black_pantyhose	grey_skirt	white_background	miniskirt	simple_background	orange_bowtie	plaid_skirt	suspender_skirt	white_sweater	hairclip	brown_skirt	turtleneck	bag	necklace	bare_shoulders	tiara	collarbone	hair_flower	rose	white_dress	braid	elbow_gloves	holding_bouquet	star_(symbol)	wedding_dress	white_gloves	yellow_flower	glasses	holding_book	butterfly	smile	blue_dress	hair_ribbon	round_eyewear	hair_bow	window	shirt	socks	collared_shirt	star_hair_ornament	blue_skirt	striped_bowtie	sweater_vest	white_shirt	bracelet	hair_between_eyes	holding_food	popsicle	school_uniform	blue_bowtie	blue_vest	innertube	one_eye_closed	tongue_out	wrist_scrunchie	yellow_scrunchie	obi	wide_sleeves	floral_print	alternate_hairstyle	holding	ponytail	yukata
0	6						X	X	X	X	X	X	X	X	X	X	X	X	X	X