CyberHarem/kousaka_yukiho_lovelive

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

# Dataset of kousaka_yukiho/高坂雪穂 (Love Live!)

This is the dataset of kousaka_yukiho/高坂雪穂 (Love Live!), containing 105 images and their tags.

The core tags of this character are `short_hair, brown_hair, blue_eyes`, 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 | 105 | 70.63 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kousaka_yukiho_lovelive/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 105 | 56.62 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kousaka_yukiho_lovelive/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 218 | 107.36 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kousaka_yukiho_lovelive/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 105 | 67.87 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kousaka_yukiho_lovelive/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 218 | 125.26 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kousaka_yukiho_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/kousaka_yukiho_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 | 23 |  |  |  |  |  | 1girl, solo, looking_at_viewer, blush, shorts, shirt, simple_background, white_background |
| 1 | 5 |  |  |  |  |  | blazer, bangs, blue_bowtie, long_sleeves, looking_at_viewer, 1girl, blue_jacket, blue_skirt, open_mouth, otonokizaka_school_uniform, outdoors, plaid_skirt, pleated_skirt, striped_bowtie, white_shirt, winter_uniform, 2girls, :d, blush, day, long_hair, open_clothes, red_hair, scarf, school_bag, solo_focus |
| 2 | 9 |  |  |  |  |  | 2girls, serafuku, blush, skirt, smile, blonde_hair |
| 3 | 5 |  |  |  |  |  | blush, outdoors, smile, bangs, blue_sky, collarbone, day, navel, small_breasts, 1girl, black_bikini, cloud, halterneck, looking_at_viewer, multi-strapped_bikini, 2girls, armpits, ass_visible_through_thighs, cherry_blossom_print, cosplay, cowboy_shot, front-tie_bikini_top, green_eyes, red_bikini, red_hair, sidelocks, solo_focus, standing, tree, wading, water, wet |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | solo | looking_at_viewer | blush | shorts | shirt | simple_background | white_background | blazer | bangs | blue_bowtie | long_sleeves | blue_jacket | blue_skirt | open_mouth | otonokizaka_school_uniform | outdoors | plaid_skirt | pleated_skirt | striped_bowtie | white_shirt | winter_uniform | 2girls | :d | day | long_hair | open_clothes | red_hair | scarf | school_bag | solo_focus | serafuku | skirt | smile | blonde_hair | blue_sky | collarbone | navel | small_breasts | black_bikini | cloud | halterneck | multi-strapped_bikini | armpits | ass_visible_through_thighs | cherry_blossom_print | cosplay | cowboy_shot | front-tie_bikini_top | green_eyes | red_bikini | sidelocks | standing | tree | wading | water | wet |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------------------|:--------|:---------|:--------|:--------------------|:-------------------|:---------|:--------|:--------------|:---------------|:--------------|:-------------|:-------------|:-----------------------------|:-----------|:--------------|:----------------|:-----------------|:--------------|:-----------------|:---------|:-----|:------|:------------|:---------------|:-----------|:--------|:-------------|:-------------|:-----------|:--------|:--------|:--------------|:-----------|:-------------|:--------|:----------------|:---------------|:--------|:-------------|:------------------------|:----------|:-----------------------------|:-----------------------|:----------|:--------------|:-----------------------|:-------------|:-------------|:------------|:-----------|:-------|:---------|:--------|:------|
| 0 | 23 |  |  |  |  |  | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 9 |  |  |  |  |  | | | | X | | | | | | | | | | | | | | | | | | | X | | | | | | | | | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 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 | X | X | X | X | X |

原始信息汇总

高坂雪穂（Love Live!）数据集

数据集概述

该数据集包含高坂雪穂（Love Live!）的105张图片及其标签。主要标签包括short_hair, brown_hair, blue_eyes。

数据集包列表

名称	图片数量	大小	类型	描述
raw	105	70.63 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	105	56.62 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	218	107.36 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	105	67.87 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	218	125.26 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	图片1	图片2	图片3	图片4	图片5	标签
0	23						1girl, solo, looking_at_viewer, blush, shorts, shirt, simple_background, white_background
1	5						blazer, bangs, blue_bowtie, long_sleeves, looking_at_viewer, 1girl, blue_jacket, blue_skirt, open_mouth, otonokizaka_school_uniform, outdoors, plaid_skirt, pleated_skirt, striped_bowtie, white_shirt, winter_uniform, 2girls, :d, blush, day, long_hair, open_clothes, red_hair, scarf, school_bag, solo_focus
2	9						2girls, serafuku, blush, skirt, smile, blonde_hair
3	5						blush, outdoors, smile, bangs, blue_sky, collarbone, day, navel, small_breasts, 1girl, black_bikini, cloud, halterneck, looking_at_viewer, multi-strapped_bikini, 2girls, armpits, ass_visible_through_thighs, cherry_blossom_print, cosplay, cowboy_shot, front-tie_bikini_top, green_eyes, red_bikini, red_hair, sidelocks, solo_focus, standing, tree, wading, water, wet

表格版本

#	样本数量	图片1	图片2	图片3	图片4	图片5	1girl	solo	looking_at_viewer	blush	shorts	shirt	simple_background	white_background	blazer	bangs	blue_bowtie	long_sleeves	blue_jacket	blue_skirt	open_mouth	otonokizaka_school_uniform	outdoors	plaid_skirt	pleated_skirt	striped_bowtie	white_shirt	winter_uniform	2girls	:d	day	long_hair	open_clothes	red_hair	scarf	school_bag	solo_focus	serafuku	skirt	smile	blonde_hair	blue_sky	collarbone	navel	small_breasts	black_bikini	cloud	halterneck	multi-strapped_bikini	armpits	ass_visible_through_thighs	cherry_blossom_print	cosplay	cowboy_shot	front-tie_bikini_top	green_eyes	red_bikini	sidelocks	standing	tree	wading	water	wet
0	23						X	X	X	X	X	X	X	X
1	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
2	9									X																			X									X	X	X	X
3	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	X	X	X	X	X