CyberHarem/erato_arknights

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

# Dataset of erato/エラト/埃拉托 (Arknights)

This is the dataset of erato/エラト/埃拉托 (Arknights), containing 38 images and their tags.

The core tags of this character are `long_hair, green_eyes, very_long_hair, breasts, pink_hair, feather_hair, hat, white_headwear, hair_ornament`, 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 | 38 | 61.55 MiB | [Download](https://huggingface.co/datasets/CyberHarem/erato_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 1200 | 38 | 50.95 MiB | [Download](https://huggingface.co/datasets/CyberHarem/erato_arknights/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 87 | 95.36 MiB | [Download](https://huggingface.co/datasets/CyberHarem/erato_arknights/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/erato_arknights',
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 | 8 |  |  |  |  |  | 1girl, bare_shoulders, official_alternate_costume, solo, closed_mouth, looking_at_viewer, smile, upper_body, white_dress, beret, earrings, holding, sleeveless, white_gloves, braid, feathers |
| 1 | 7 |  |  |  |  |  | 1girl, bare_shoulders, solo, high_heels, looking_at_viewer, white_dress, white_footwear, earrings, full_body, hair_flower, harp, holding, open_mouth, :d, official_alternate_costume, sitting, white_gloves |
| 2 | 5 |  |  |  |  |  | 1girl, bare_shoulders, glasses, looking_at_viewer, medium_breasts, solo, thigh_strap, white_shirt, high-waist_skirt, horns, jewelry, open_mouth, pom_pom_(clothes), red_hair, red_skirt, sitting, smile, white_hairband, food, full_body, halterneck, indoors, kneehighs, mouth_hold, no_shoes, pillow, ponytail, sleeveless, slippers, thighs, twintails, white_choker, white_socks, window, yellow_eyes |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | bare_shoulders | official_alternate_costume | solo | closed_mouth | looking_at_viewer | smile | upper_body | white_dress | beret | earrings | holding | sleeveless | white_gloves | braid | feathers | high_heels | white_footwear | full_body | hair_flower | harp | open_mouth | :d | sitting | glasses | medium_breasts | thigh_strap | white_shirt | high-waist_skirt | horns | jewelry | pom_pom_(clothes) | red_hair | red_skirt | white_hairband | food | halterneck | indoors | kneehighs | mouth_hold | no_shoes | pillow | ponytail | slippers | thighs | twintails | white_choker | white_socks | window | yellow_eyes |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:-----------------------------|:-------|:---------------|:--------------------|:--------|:-------------|:--------------|:--------|:-----------|:----------|:-------------|:---------------|:--------|:-----------|:-------------|:-----------------|:------------|:--------------|:-------|:-------------|:-----|:----------|:----------|:-----------------|:--------------|:--------------|:-------------------|:--------|:----------|:--------------------|:-----------|:------------|:-----------------|:-------|:-------------|:----------|:------------|:-------------|:-----------|:---------|:-----------|:-----------|:---------|:------------|:---------------|:--------------|:---------|:--------------|
| 0 | 8 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 7 |  |  |  |  |  | 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 | X | X | X | X | X | X | X | X |

原始信息汇总

数据集概述

数据集名称

• 名称: Dataset of erato/エラト/埃拉托 (Arknights)

数据集内容

• 描述: 包含38张图像及其标签。
• 核心标签: long_hair, green_eyes, very_long_hair, breasts, pink_hair, feather_hair, hat, white_headwear, hair_ornament

数据集来源

• 来源: 图像从多个网站爬取，如danbooru, pixiv, zerochan等。
• 爬取系统: 由DeepGHS Team提供。

数据集版本与下载

名称	图像数量	大小	下载链接	类型	描述
raw	38	61.55 MiB	下载	Waifuc-Raw	包含元信息的原始数据，最小边对齐到1400像素。
1200	38	50.95 MiB	下载	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	87	95.36 MiB	下载	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素。

数据集使用

• 加载工具: 使用waifuc加载原始数据集。

• 加载代码示例: python import os import zipfile

  from huggingface_hub import hf_hub_download from waifuc.source import LocalSource

  下载原始档案文件

  zip_file = hf_hub_download( repo_id=CyberHarem/erato_arknights, repo_type=dataset, filename=dataset-raw.zip, )

  解压文件到目录

  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])

标签聚类结果

#	样本数	图像1	图像2	图像3	图像4	图像5	标签
0	8						1girl, bare_shoulders, official_alternate_costume, solo, closed_mouth, looking_at_viewer, smile, upper_body, white_dress, beret, earrings, holding, sleeveless, white_gloves, braid, feathers
1	7						1girl, bare_shoulders, solo, high_heels, looking_at_viewer, white_dress, white_footwear, earrings, full_body, hair_flower, harp, holding, open_mouth, :d, official_alternate_costume, sitting, white_gloves
2	5						1girl, bare_shoulders, glasses, looking_at_viewer, medium_breasts, solo, thigh_strap, white_shirt, high-waist_skirt, horns, jewelry, open_mouth, pom_pom_(clothes), red_hair, red_skirt, sitting, smile, white_hairband, food, full_body, halterneck, indoors, kneehighs, mouth_hold, no_shoes, pillow, ponytail, sleeveless, slippers, thighs, twintails, white_choker, white_socks, window, yellow_eyes