CyberHarem/maryberry_lapisrelights

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

# Dataset of Maryberry (Lapis Re:LiGHTs)

This is the dataset of Maryberry (Lapis Re:LiGHTs), containing 58 images and their tags.

The core tags of this character are `bangs, purple_eyes, hair_between_eyes, short_hair, blue_hair, 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 | 58 | 32.72 MiB | [Download](https://huggingface.co/datasets/CyberHarem/maryberry_lapisrelights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 58 | 27.74 MiB | [Download](https://huggingface.co/datasets/CyberHarem/maryberry_lapisrelights/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 104 | 46.51 MiB | [Download](https://huggingface.co/datasets/CyberHarem/maryberry_lapisrelights/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 58 | 32.69 MiB | [Download](https://huggingface.co/datasets/CyberHarem/maryberry_lapisrelights/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 104 | 52.42 MiB | [Download](https://huggingface.co/datasets/CyberHarem/maryberry_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/maryberry_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 | 11 |  |  |  |  |  | 1girl, solo, blush, closed_mouth, holding, indoors, skirt, aqua_hair, smile, chair, puffy_short_sleeves, school_uniform, upper_body |
| 1 | 16 |  |  |  |  |  | 1girl, solo, sleeveless, dress, hat, looking_at_viewer, white_headwear, aqua_hair, open_mouth, ribbon, smile, white_thighhighs, sailor_collar |
| 2 | 9 |  |  |  |  |  | 2girls, closed_mouth, bare_shoulders, blush, sleeveless, solo_focus, shirt, smile, black_gloves, blurry, dress, holding_hands, looking_at_viewer |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | solo | blush | closed_mouth | holding | indoors | skirt | aqua_hair | smile | chair | puffy_short_sleeves | school_uniform | upper_body | sleeveless | dress | hat | looking_at_viewer | white_headwear | open_mouth | ribbon | white_thighhighs | sailor_collar | 2girls | bare_shoulders | solo_focus | shirt | black_gloves | blurry | holding_hands |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------|:---------------|:----------|:----------|:--------|:------------|:--------|:--------|:----------------------|:-----------------|:-------------|:-------------|:--------|:------|:--------------------|:-----------------|:-------------|:---------|:-------------------|:----------------|:---------|:-----------------|:-------------|:--------|:---------------|:---------|:----------------|
| 0 | 11 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | |
| 1 | 16 |  |  |  |  |  | X | X | | | | | | X | X | | | | | X | X | X | X | X | X | X | X | X | | | | | | | |
| 2 | 9 |  |  |  |  |  | | | X | X | | | | | X | | | | | X | X | | X | | | | | | X | X | X | X | X | X | X |

This is the dataset of Maryberry from Lapis Re:LiGHTs, containing 58 images and their tags. The core tags of this character, such as `bangs, purple_eyes, hair_between_eyes, short_hair, blue_hair, long_hair`, are pruned in this dataset. The images are sourced from various sites like danbooru, pixiv, and zerochan, and were collected using an auto-crawling system developed by DeepGHS Team. The dataset is categorized into different packages based on image size and processing stages. Additionally, a list of clusters based on tag clustering results is provided, which might be useful for mining specific outfits or characteristics.

原始信息汇总

数据集概述

数据集信息

• 名称: Dataset of Maryberry (Lapis Re:LiGHTs)
• 许可证: 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: 58
• 核心标签: bangs, purple_eyes, hair_between_eyes, short_hair, blue_hair, long_hair

数据集包列表

名称	图像数量	大小	类型	描述
raw	58	32.72 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	58	27.74 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	104	46.51 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	58	32.69 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	104	52.42 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1	图像2	图像3	图像4	图像5	标签
0	11						1girl, solo, blush, closed_mouth, holding, indoors, skirt, aqua_hair, smile, chair, puffy_short_sleeves, school_uniform, upper_body
1	16						1girl, solo, sleeveless, dress, hat, looking_at_viewer, white_headwear, aqua_hair, open_mouth, ribbon, smile, white_thighhighs, sailor_collar
2	9						2girls, closed_mouth, bare_shoulders, blush, sleeveless, solo_focus, shirt, smile, black_gloves, blurry, dress, holding_hands, looking_at_viewer

表格版本

#	样本数量	图像1	图像2	图像3	图像4	图像5	1girl	solo	blush	closed_mouth	holding	indoors	skirt	aqua_hair	smile	chair	puffy_short_sleeves	school_uniform	upper_body	sleeveless	dress	hat	looking_at_viewer	white_headwear	open_mouth	ribbon	white_thighhighs	sailor_collar	2girls	bare_shoulders	solo_focus	shirt	black_gloves	blurry	holding_hands
0	11						X	X	X	X	X	X	X	X	X	X	X	X	X
1	16						X	X						X	X					X	X	X	X	X	X	X	X	X
2	9								X	X					X					X	X		X						X	X	X	X	X	X	X