CyberHarem/deepcolor_arknights

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

# Dataset of deepcolor/ディピカ/深海色 (Arknights)

This is the dataset of deepcolor/ディピカ/深海色 (Arknights), containing 34 images and their tags.

The core tags of this character are `short_hair, breasts, glasses, hat, red-framed_eyewear, brown_hair, multicolored_hair, black_headwear, yellow_eyes, animal_ears`, 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 | 34 | 56.54 MiB | [Download](https://huggingface.co/datasets/CyberHarem/deepcolor_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 1200 | 34 | 46.50 MiB | [Download](https://huggingface.co/datasets/CyberHarem/deepcolor_arknights/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 84 | 97.99 MiB | [Download](https://huggingface.co/datasets/CyberHarem/deepcolor_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/deepcolor_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 | 34 |  |  |  |  |  | 1girl, solo, looking_at_viewer, open_jacket, white_jacket, holding, long_sleeves, checkered_scarf, cleavage, black_dress, smile, simple_background, upper_body, clothing_cutout, nail_polish, tentacles |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | solo | looking_at_viewer | open_jacket | white_jacket | holding | long_sleeves | checkered_scarf | cleavage | black_dress | smile | simple_background | upper_body | clothing_cutout | nail_polish | tentacles |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------------------|:--------------|:---------------|:----------|:---------------|:------------------|:-----------|:--------------|:--------|:--------------------|:-------------|:------------------|:--------------|:------------|
| 0 | 34 |  |  |  |  |  | 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

Dataset of deepcolor/ディピカ/深海色 (Arknights)

数据集描述

该数据集包含34张图片及其标签，主要描述《明日方舟》中的角色deepcolor/ディピカ/深海色。

核心标签

• short_hair
• breasts
• glasses
• hat
• red-framed_eyewear
• brown_hair
• multicolored_hair
• black_headwear
• yellow_eyes
• animal_ears

数据集包列表

名称	图片数量	大小	类型	描述
raw	34	56.54 MiB	Waifuc-Raw	包含元信息的原始数据（最小边对齐到1400像素）
1200	34	46.50 MiB	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	84	97.99 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	34						1girl, solo, looking_at_viewer, open_jacket, white_jacket, holding, long_sleeves, checkered_scarf, cleavage, black_dress, smile, simple_background, upper_body, clothing_cutout, nail_polish, tentacles

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	open_jacket	white_jacket	holding	long_sleeves	checkered_scarf	cleavage	black_dress	smile	simple_background	upper_body	clothing_cutout	nail_polish	tentacles
0	34						X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X