CyberHarem/tiara_lapisrelights

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

# Dataset of Tiara (Lapis Re:LiGHTs)

This is the dataset of Tiara (Lapis Re:LiGHTs), containing 383 images and their tags.

The core tags of this character are `red_hair, blue_eyes, bangs, long_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 | 383 | 236.99 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tiara_lapisrelights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 383 | 196.57 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tiara_lapisrelights/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 746 | 362.64 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tiara_lapisrelights/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 383 | 236.85 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tiara_lapisrelights/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 746 | 422.05 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tiara_lapisrelights/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/tiara_lapisrelights',
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 | 10 |  |  |  |  |  | 1girl, solo, tiara, upper_body, closed_mouth, frills, red_ascot, puffy_short_sleeves, smile, collarbone, indoors, dress |
| 1 | 22 |  |  |  |  |  | 1girl, solo, blush, closed_mouth, school_uniform, portrait, smile, tiara, collarbone, sailor_collar, anime_coloring, looking_at_viewer, medium_hair, pink_hair |
| 2 | 16 |  |  |  |  |  | 1girl, neck_ribbon, red_ribbon, solo, white_shirt, hat_bow, medium_hair, closed_mouth, upper_body, black_headwear, blush, collared_shirt, looking_at_viewer, portrait, smile |
| 3 | 6 |  |  |  |  |  | 1girl, belt, neck_ribbon, red_ribbon, short_sleeves, skirt, solo, tiara, blush, white_shirt, collared_shirt, puffy_sleeves, indoors, medium_hair, upper_body |
| 4 | 8 |  |  |  |  |  | 1girl, solo, tiara, short_sleeves, smile, school_uniform, closed_eyes, pink_hair, upper_body, from_side, blush, profile, puffy_sleeves |
| 5 | 11 |  |  |  |  |  | 1girl, solo, tiara, white_gloves, elbow_gloves, white_dress, braid, breasts, upper_body, blush, looking_at_viewer, pink_hair, sidelocks, sitting, smile, wedding_dress |
| 6 | 5 |  |  |  |  |  | 1girl, plaid, short_sleeves, skirt, solo, tiara, necktie, medium_hair, open_mouth, :o, blush, smile |
| 7 | 7 |  |  |  |  |  | 1girl, school_uniform, skirt, solo, white_thighhighs, zettai_ryouiki, tiara, blush, open_mouth, sitting |
| 8 | 7 |  |  |  |  |  | 1girl, fingerless_gloves, solo, black_gloves, sleeveless, tiara, dress, looking_at_viewer, open_mouth, smile, bare_shoulders, medium_breasts, upper_body |
| 9 | 7 |  |  |  |  |  | 2girls, solo_focus, blush, tiara, short_sleeves, looking_at_viewer, open_mouth, sailor_collar, school_uniform |
| 10 | 5 |  |  |  |  |  | 2girls, smile, blue_hair, school_uniform, tiara, looking_at_viewer, pink_hair, blush, open_mouth, yuri |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | solo | tiara | upper_body | closed_mouth | frills | red_ascot | puffy_short_sleeves | smile | collarbone | indoors | dress | blush | school_uniform | portrait | sailor_collar | anime_coloring | looking_at_viewer | medium_hair | pink_hair | neck_ribbon | red_ribbon | white_shirt | hat_bow | black_headwear | collared_shirt | belt | short_sleeves | skirt | puffy_sleeves | closed_eyes | from_side | profile | white_gloves | elbow_gloves | white_dress | braid | breasts | sidelocks | sitting | wedding_dress | plaid | necktie | open_mouth | :o | white_thighhighs | zettai_ryouiki | fingerless_gloves | black_gloves | sleeveless | bare_shoulders | medium_breasts | 2girls | solo_focus | blue_hair | yuri |
|----:|----------:|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:--------|:-------|:--------|:-------------|:---------------|:---------|:------------|:----------------------|:--------|:-------------|:----------|:--------|:--------|:-----------------|:-----------|:----------------|:-----------------|:--------------------|:--------------|:------------|:--------------|:-------------|:--------------|:----------|:-----------------|:-----------------|:-------|:----------------|:--------|:----------------|:--------------|:------------|:----------|:---------------|:---------------|:--------------|:--------|:----------|:------------|:----------|:----------------|:--------|:----------|:-------------|:-----|:-------------------|:-----------------|:--------------------|:---------------|:-------------|:-----------------|:-----------------|:---------|:-------------|:------------|:-------|
| 0 | 10 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 22 |  |  |  |  |  | X | X | X | | X | | | | X | X | | | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 16 |  |  |  |  |  | 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 | X | X | | | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 8 |  |  |  |  |  | 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 | 5 |  |  |  |  |  | X | X | X | | | | | | X | | | | X | | | | | | X | | | | | | | | | X | X | | | | | | | | | | | | | X | X | X | X | | | | | | | | | | | |
| 7 | 7 |  |  |  |  |  | X | X | X | | | | | | | | | | X | X | | | | | | | | | | | | | | | X | | | | | | | | | | | X | | | | X | | X | X | | | | | | | | | |
| 8 | 7 |  |  |  |  |  | X | X | X | X | | | | | X | | | X | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | X | | | | X | X | X | X | X | | | | |
| 9 | 7 |  |  |  |  |  | | | X | | | | | | | | | | X | X | | X | | X | | | | | | | | | | X | | | | | | | | | | | | | | | | X | | | | | | | | | X | X | | |
| 10 | 5 |  |  |  |  |  | | | 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 Tiara (Lapis Re:LiGHTs)
• 许可: MIT
• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 大小类别: n<1K
• 图像数量: 383
• 核心标签: red_hair, blue_eyes, bangs, long_hair

数据集包列表

名称	图像数量	大小	类型	描述
raw	383	236.99 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	383	196.57 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	746	362.64 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	383	236.85 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	746	422.05 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	图像示例	标签
0	10		1girl, solo, tiara, upper_body, closed_mouth, frills, red_ascot, puffy_short_sleeves, smile, collarbone, indoors, dress
1	22		1girl, solo, blush, closed_mouth, school_uniform, portrait, smile, tiara, collarbone, sailor_collar, anime_coloring, looking_at_viewer, medium_hair, pink_hair
2	16		1girl, neck_ribbon, red_ribbon, solo, white_shirt, hat_bow, medium_hair, closed_mouth, upper_body, black_headwear, blush, collared_shirt, looking_at_viewer, portrait, smile
3	6		1girl, belt, neck_ribbon, red_ribbon, short_sleeves, skirt, solo, tiara, blush, white_shirt, collared_shirt, puffy_sleeves, indoors, medium_hair, upper_body
4	8		1girl, solo, tiara, short_sleeves, smile, school_uniform, closed_eyes, pink_hair, upper_body, from_side, blush, profile, puffy_sleeves
5	11		1girl, solo, tiara, white_gloves, elbow_gloves, white_dress, braid, breasts, upper_body, blush, looking_at_viewer, pink_hair, sidelocks, sitting, smile, wedding_dress
6	5		1girl, plaid, short_sleeves, skirt, solo, tiara, necktie, medium_hair, open_mouth, :o, blush, smile
7	7		1girl, school_uniform, skirt, solo, white_thighhighs, zettai_ryouiki, tiara, blush, open_mouth, sitting
8	7		1girl, fingerless_gloves, solo, black_gloves, sleeveless, tiara, dress, looking_at_viewer, open_mouth, smile, bare_shoulders, medium_breasts, upper_body
9	7		2girls, solo_focus, blush, tiara, short_sleeves, looking_at_viewer, open_mouth, sailor_collar, school_uniform
10	5		2girls, smile, blue_hair, school_uniform, tiara, looking_at_viewer, pink_hair, blush, open_mouth, yuri