CyberHarem/hazuki_ren_lovelivesuperstar

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

# Dataset of hazuki_ren/葉月恋 (Love Live! Superstar!!)

This is the dataset of hazuki_ren/葉月恋 (Love Live! Superstar!!), containing 474 images and their tags.

The core tags of this character are `black_hair, long_hair, yellow_eyes, bangs, ponytail, high_ponytail, bow, breasts, ribbon, hair_bow, shiny_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 | 474 | 638.63 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hazuki_ren_lovelivesuperstar/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 474 | 331.00 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hazuki_ren_lovelivesuperstar/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 1112 | 718.87 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hazuki_ren_lovelivesuperstar/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 474 | 546.44 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hazuki_ren_lovelivesuperstar/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 1112 | 1.08 GiB | [Download](https://huggingface.co/datasets/CyberHarem/hazuki_ren_lovelivesuperstar/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/hazuki_ren_lovelivesuperstar',
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 | 5 |  |  |  |  |  | 1girl, blue_jacket, grey_dress, long_sleeves, looking_at_viewer, neck_ribbon, open_jacket, red_ribbon, smile, solo, yuigaoka_school_uniform, birthday, blush, pinafore_dress, medium_breasts, upper_body |
| 1 | 14 |  |  |  |  |  | 1girl, blue_jacket, grey_dress, looking_at_viewer, neck_ribbon, open_jacket, pinafore_dress, red_ribbon, solo, yuigaoka_school_uniform, blush, collared_shirt, long_sleeves, smile, simple_background, white_background, closed_mouth, cowboy_shot, white_shirt |
| 2 | 5 |  |  |  |  |  | 1girl, blue_jacket, brown_footwear, closed_mouth, full_body, grey_dress, loafers, long_sleeves, looking_at_viewer, neck_ribbon, open_jacket, pinafore_dress, red_ribbon, smile, solo, standing, white_background, white_shirt, white_socks, yuigaoka_school_uniform, collared_shirt, simple_background, white_bow, arms_behind_back, blush, kneehighs, leaning_forward |
| 3 | 6 |  |  |  |  |  | 1girl, birthday, looking_at_viewer, smile, solo, upper_body, blush, shiny |
| 4 | 10 |  |  |  |  |  | 1girl, birthday, looking_at_viewer, smile, solo, white_gloves, blush, medium_breasts, shiny, upper_body, sleeveless, white_dress, bubble, signature |
| 5 | 5 |  |  |  |  |  | red_bowtie, school_uniform, 1girl, collared_shirt, solo, upper_body, blush, closed_mouth, looking_at_viewer, short_sleeves, medium_breasts, skirt, white_shirt |
| 6 | 6 |  |  |  |  |  | 1girl, open_jacket, solo, full_body, looking_at_viewer, thigh_strap, white_footwear, white_jacket, dress, frills, skirt, detached_collar, simple_background, smile, white_background |
| 7 | 7 |  |  |  |  |  | 1girl, blush, cleavage, collarbone, looking_at_viewer, navel, solo, medium_breasts, white_background, white_bikini, cowboy_shot, parted_lips, simple_background, smile, stomach, bare_shoulders, blue_bikini, halterneck, large_breasts |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | blue_jacket | grey_dress | long_sleeves | looking_at_viewer | neck_ribbon | open_jacket | red_ribbon | smile | solo | yuigaoka_school_uniform | birthday | blush | pinafore_dress | medium_breasts | upper_body | collared_shirt | simple_background | white_background | closed_mouth | cowboy_shot | white_shirt | brown_footwear | full_body | loafers | standing | white_socks | white_bow | arms_behind_back | kneehighs | leaning_forward | shiny | white_gloves | sleeveless | white_dress | bubble | signature | red_bowtie | school_uniform | short_sleeves | skirt | thigh_strap | white_footwear | white_jacket | dress | frills | detached_collar | cleavage | collarbone | navel | white_bikini | parted_lips | stomach | bare_shoulders | blue_bikini | halterneck | large_breasts |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------|:-------------|:---------------|:--------------------|:--------------|:--------------|:-------------|:--------|:-------|:--------------------------|:-----------|:--------|:-----------------|:-----------------|:-------------|:-----------------|:--------------------|:-------------------|:---------------|:--------------|:--------------|:-----------------|:------------|:----------|:-----------|:--------------|:------------|:-------------------|:------------|:------------------|:--------|:---------------|:-------------|:--------------|:---------|:------------|:-------------|:-----------------|:----------------|:--------|:--------------|:-----------------|:---------------|:--------|:---------|:------------------|:-----------|:-------------|:--------|:---------------|:--------------|:----------|:-----------------|:--------------|:-------------|:----------------|
| 0 | 5 |  |  |  |  |  | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 5 |  |  |  |  |  | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 6 |  |  |  |  |  | X | | | | X | | | | X | X | | X | X | | | X | | | | | | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 10 |  |  |  |  |  | X | | | | X | | | | X | X | | X | X | | X | X | | | | | | | | | | | | | | | | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | |
| 5 | 5 |  |  |  |  |  | X | | | | X | | | | | X | | | X | | X | X | X | | | X | | X | | | | | | | | | | | | | | | | X | X | X | X | | | | | | | | | | | | | | | | |
| 6 | 6 |  |  |  |  |  | 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 |

原始信息汇总

数据集概述

数据集信息

• 名称: Dataset of hazuki_ren/葉月恋 (Love Live! Superstar!!)
• 描述: 包含474张图片及其标签，主要角色特征包括黑色长发、黄色眼睛等。
• 标签: 核心标签包括 black_hair, long_hair, yellow_eyes, bangs, ponytail, high_ponytail, bow, breasts, ribbon, hair_bow, shiny_hair。
• 来源: 图片从多个网站爬取，如danbooru、pixiv、zerochan等。
• 许可: MIT
• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 大小类别: n<1K

数据集包列表

名称	图片数量	大小	类型	描述
raw	474	638.63 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	474	331.00 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	1112	718.87 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	474	546.44 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	1112	1.08 GiB	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	图片示例	标签
0	5		1girl, blue_jacket, grey_dress, long_sleeves, looking_at_viewer, neck_ribbon, open_jacket, red_ribbon, smile, solo, yuigaoka_school_uniform, birthday, blush, pinafore_dress, medium_breasts, upper_body
1	14		1girl, blue_jacket, grey_dress, looking_at_viewer, neck_ribbon, open_jacket, pinafore_dress, red_ribbon, solo, yuigaoka_school_uniform, blush, collared_shirt, long_sleeves, smile, simple_background, white_background, closed_mouth, cowboy_shot, white_shirt
2	5		1girl, blue_jacket, brown_footwear, closed_mouth, full_body, grey_dress, loafers, long_sleeves, looking_at_viewer, neck_ribbon, open_jacket, pinafore_dress, red_ribbon, smile, solo, standing, white_background, white_shirt, white_socks, yuigaoka_school_uniform, collared_shirt, simple_background, white_bow, arms_behind_back, blush, kneehighs, leaning_forward
3	6		1girl, birthday, looking_at_viewer, smile, solo, upper_body, blush, shiny
4	10		1girl, birthday, looking_at_viewer, smile, solo, white_gloves, blush, medium_breasts, shiny, upper_body, sleeveless, white_dress, bubble, signature
5	5		red_bowtie, school_uniform, 1girl, collared_shirt, solo, upper_body, blush, closed_mouth, looking_at_viewer, short_sleeves, medium_breasts, skirt, white_shirt
6	6		1girl, open_jacket, solo, full_body, looking_at_viewer, thigh_strap, white_footwear, white_jacket, dress, frills, skirt, detached_collar, simple_background, smile, white_background
7	7		1girl, blush, cleavage, collarbone, looking_at_viewer, navel, solo, medium_breasts, white_background, white_bikini, cowboy_shot, parted_lips, simple_background, smile, stomach, bare_shoulders, blue_bikini, halterneck, large_breasts

表格版本

#	样本数量	图片示例	1girl	blue_jacket	grey_dress	long_sleeves	looking_at_viewer	neck_ribbon	open_jacket	red_ribbon	smile	solo	yuigaoka_school_uniform	birthday	blush	pinafore_dress	medium_breasts	upper_body	collared_shirt	simple_background	white_background	closed_mouth	cowboy_shot	white_shirt	brown_footwear	full_body	loafers	standing	white_socks	white_bow	arms_behind_back	kneehighs	leaning_forward	shiny	white_gloves	sleeveless	white_dress	bubble	signature	red_bowtie	school_uniform	short_sleeves	skirt	thigh_strap	white_footwear	white_jacket	dress	frills	detached_collar	cleavage	collarbone	navel	white_bikini	parted_lips	stomach	bare_shoulders	blue_bikini	halterneck	large_breasts
0	5		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
2	5		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
3	6		X				X				X	X		X	X			X																X
4	10		X				X				X	X		X	X		X	X																X	X	X	X	X	X
5	5		X				X					X			X		X	X	X			X		X																X	X	X	X		X	X	X
6	6		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