CyberHarem/yuuki_anju_lovelive

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

# Dataset of yuuki_anju/優木あんじゅ (Love Live!)

This is the dataset of yuuki_anju/優木あんじゅ (Love Live!), containing 96 images and their tags.

The core tags of this character are `long_hair, purple_eyes, brown_hair, hat, breasts, hair_ornament, bangs, orange_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 | 96 | 62.64 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yuuki_anju_lovelive/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 96 | 50.16 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yuuki_anju_lovelive/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 175 | 88.21 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yuuki_anju_lovelive/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 96 | 59.87 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yuuki_anju_lovelive/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 175 | 103.73 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yuuki_anju_lovelive/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/yuuki_anju_lovelive',
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 | 21 |  |  |  |  |  | skirt, smile, white_gloves, thighhighs, 1girl, garter_straps, looking_at_viewer, epaulettes, idol, solo, 2girls, flower, open_mouth |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | skirt | smile | white_gloves | thighhighs | 1girl | garter_straps | looking_at_viewer | epaulettes | idol | solo | 2girls | flower | open_mouth |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:---------------|:-------------|:--------|:----------------|:--------------------|:-------------|:-------|:-------|:---------|:---------|:-------------|
| 0 | 21 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X |

许可证：MIT协议
任务类别：
- 文本到图像
标签：
- 艺术
- 不适合全年龄段观众
规模类别：
- 样本数少于1000

# 优木杏树（yuuki_anju/優木あんじゅ，《Love Live!》）数据集

本数据集收录了yuuki_anju/優木あんじゅ（《Love Live!》）相关的96张图像及其标注标签。该角色的核心标注标签为`long_hair, purple_eyes, brown_hair, hat, breasts, hair_ornament, bangs, orange_hair`，本数据集已对上述核心标签进行了剪枝处理。

图像数据从多个二次元图库爬取（例如danbooru、pixiv、zerochan等），自动爬取系统由[DeepGHS团队](https://github.com/deepghs)（[Hugging Face组织](https://huggingface.co/deepghs)）开发运维。

## 数据包列表
| 数据包名称 | 图像数量 | 体积 | 下载链接 | 类型 | 描述 |
|:-----------------|---------:|:-----------|:---------------------------------------------------------------------------------------------------------------------|:-----------|:---------------------------------------------------------------------|
| 原始数据（raw） | 96 | 62.64 MiB | [下载](https://huggingface.co/datasets/CyberHarem/yuuki_anju_lovelive/resolve/main/dataset-raw.zip) | Waifuc-Raw | 包含元信息的原始数据集（若图像短边长度超过1400像素，则将其对齐至1400像素）。 |
| 800分辨率版本 | 96 | 50.16 MiB | [下载](https://huggingface.co/datasets/CyberHarem/yuuki_anju_lovelive/resolve/main/dataset-800.zip) | IMG+TXT | 短边尺寸不超过800像素的数据集。 |
| stage3-p480-800 | 175 | 88.21 MiB | [下载](https://huggingface.co/datasets/CyberHarem/yuuki_anju_lovelive/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 三级裁剪数据集，裁剪区域不小于480×480像素。 |
| 1200分辨率版本 | 96 | 59.87 MiB | [下载](https://huggingface.co/datasets/CyberHarem/yuuki_anju_lovelive/resolve/main/dataset-1200.zip) | IMG+TXT | 短边尺寸不超过1200像素的数据集。 |
| stage3-p480-1200 | 175 | 103.73 MiB | [下载](https://huggingface.co/datasets/CyberHarem/yuuki_anju_lovelive/resolve/main/dataset-stage3-p480-1200.zip) | IMG+TXT | 三级裁剪数据集，裁剪区域不小于480×480像素。 |

### 使用Waifuc加载原始数据集
我们提供了适配[Waifuc](https://deepghs.github.io/waifuc/main/tutorials/installation/index.html)的原始数据集（含标注图像）加载方案。如需使用，请运行以下代码：
python
import os
import zipfile

from huggingface_hub import hf_hub_download
from waifuc.source import LocalSource

# 下载原始压缩包
zip_file = hf_hub_download(
repo_id='CyberHarem/yuuki_anju_lovelive',
repo_type='dataset',
filename='dataset-raw.zip',
)

# 解压至指定目录
dataset_dir = 'dataset_dir'
os.makedirs(dataset_dir, exist_ok=True)
with zipfile.ZipFile(zip_file, 'r') as zf:
zf.extractall(dataset_dir)

# 使用Waifuc加载数据集
source = LocalSource(dataset_dir)
for item in source:
print(item.image, item.meta['filename'], item.meta['tags'])

## 聚类结果列表
本部分为标签聚类结果，可从中挖掘不同穿搭风格。

### 原始文本版本
| 序号 | 样本数 | 示例图1 | 示例图2 | 示例图3 | 示例图4 | 示例图5 | 标签 |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:------------------------------------------------------------------------------------------------------------------------------------|
| 0 | 21 |  |  |  |  |  | 半身裙、微笑、白色手套、过膝袜、1名少女、袜带、看向镜头、肩章、偶像、单人、2名少女、花朵、张开嘴巴 |

### 表格版本
| 序号 | 样本数 | 示例图1 | 示例图2 | 示例图3 | 示例图4 | 示例图5 | skirt | smile | white_gloves | thighhighs | 1girl | garter_straps | looking_at_viewer | epaulettes | idol | solo | 2girls | flower | open_mouth |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:---------------|:-------------|:--------|:----------------|:--------------------|:-------------|:-------|:-------|:---------|:---------|:-------------|
| 0 | 21 |  |  |  |  |  | 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: yuuki_anju/優木あんじゅ (Love Live!)
• 描述: 包含96张图片及其标签的数据集。
• 核心标签: long_hair, purple_eyes, brown_hair, hat, breasts, hair_ornament, bangs, orange_hair
• 来源: 从多个网站（如danbooru, pixiv, zerochan等）爬取。

数据包列表

名称	图片数量	大小	类型	描述
raw	96	62.64 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	96	50.16 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	175	88.21 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	96	59.87 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	175	103.73 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。

集群列表

原始文本版本

#	样本数量	图片1	图片2	图片3	图片4	图片5	标签
0	21						skirt, smile, white_gloves, thighhighs, 1girl, garter_straps, looking_at_viewer, epaulettes, idol, solo, 2girls, flower, open_mouth

表格版本

#	样本数量	图片1	图片2	图片3	图片4	图片5	skirt	smile	white_gloves	thighhighs	1girl	garter_straps	looking_at_viewer	epaulettes	idol	solo	2girls	flower	open_mouth
0	21						X	X	X	X	X	X	X	X	X	X	X	X	X