CyberHarem/pinecone_arknights

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

# Dataset of pinecone/パインコーン/松果 (Arknights)

This is the dataset of pinecone/パインコーン/松果 (Arknights), containing 192 images and their tags.

The core tags of this character are `long_hair, feather_hair, mole, mole_under_eye, ponytail, orange_hair, brown_eyes, bow, orange_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 | 192 | 398.25 MiB | [Download](https://huggingface.co/datasets/CyberHarem/pinecone_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 1200 | 192 | 321.02 MiB | [Download](https://huggingface.co/datasets/CyberHarem/pinecone_arknights/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 511 | 658.49 MiB | [Download](https://huggingface.co/datasets/CyberHarem/pinecone_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/pinecone_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 | 25 |  |  |  |  |  | official_alternate_costume, 1girl, looking_at_viewer, twintails, blonde_hair, hair_bow, solo, black_bowtie, open_jacket, red_jacket, red_skirt, white_shirt, red_bow, short_sleeves, black_necktie, smile, holding, parted_lips, white_gloves, cropped_jacket, asymmetrical_legwear, cowboy_shot, red_thighhighs |
| 1 | 10 |  |  |  |  |  | 1girl, black_thighhighs, long_sleeves, looking_at_viewer, solo, suspender_skirt, aran_sweater, blue_skirt, garter_straps, simple_background, white_background, black_jacket, open_jacket, turtleneck_sweater, blush, cowboy_shot, buttons, feathers, nail_polish, brown_hair, closed_mouth, gun, holding_weapon, parted_lips, very_long_hair |
| 2 | 9 |  |  |  |  |  | 1girl, black_thighhighs, garter_straps, long_sleeves, solo, looking_at_viewer, open_jacket, simple_background, turtleneck_sweater, white_background, aran_sweater, black_jacket, feather_hair_ornament, backpack, blue_skirt, suspender_skirt, black_footwear, full_body, holding_gun, standing |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | official_alternate_costume | 1girl | looking_at_viewer | twintails | blonde_hair | hair_bow | solo | black_bowtie | open_jacket | red_jacket | red_skirt | white_shirt | red_bow | short_sleeves | black_necktie | smile | holding | parted_lips | white_gloves | cropped_jacket | asymmetrical_legwear | cowboy_shot | red_thighhighs | black_thighhighs | long_sleeves | suspender_skirt | aran_sweater | blue_skirt | garter_straps | simple_background | white_background | black_jacket | turtleneck_sweater | blush | buttons | feathers | nail_polish | brown_hair | closed_mouth | gun | holding_weapon | very_long_hair | feather_hair_ornament | backpack | black_footwear | full_body | holding_gun | standing |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:-----------------------------|:--------|:--------------------|:------------|:--------------|:-----------|:-------|:---------------|:--------------|:-------------|:------------|:--------------|:----------|:----------------|:----------------|:--------|:----------|:--------------|:---------------|:-----------------|:-----------------------|:--------------|:-----------------|:-------------------|:---------------|:------------------|:---------------|:-------------|:----------------|:--------------------|:-------------------|:---------------|:---------------------|:--------|:----------|:-----------|:--------------|:-------------|:---------------|:------|:-----------------|:-----------------|:------------------------|:-----------|:-----------------|:------------|:--------------|:-----------|
| 0 | 25 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 10 |  |  |  |  |  | | 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 | 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 pinecone/パインコーン/松果 (Arknights)

数据集内容

• 图像数量: 192张
• 图像来源: 爬取自多个网站，如danbooru, pixiv, zerochan等
• 核心标签: long_hair, feather_hair, mole, mole_under_eye, ponytail, orange_hair, brown_eyes, bow, orange_eyes

数据集版本

原始数据

• 名称: raw
• 图像数量: 192
• 大小: 398.25 MiB
• 下载链接: Download
• 类型: Waifuc-Raw
• 描述: 包含元信息的原始数据，最小边对齐至1400像素（如果更大）

1200像素版本

• 名称: 1200
• 图像数量: 192
• 大小: 321.02 MiB
• 下载链接: Download
• 类型: IMG+TXT
• 描述: 短边不超过1200像素的图像数据集

阶段3-p480-1200版本

• 名称: stage3-p480-1200
• 图像数量: 511
• 大小: 658.49 MiB
• 下载链接: Download
• 类型: IMG+TXT
• 描述: 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: waifuc

• 加载代码示例: 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/pinecone_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])

数据集标签集群

集群列表

#	样本数	标签示例
0	25	official_alternate_costume, 1girl, looking_at_viewer, twintails, blonde_hair, hair_bow, solo, black_bowtie, open_jacket, red_jacket, red_skirt, white_shirt, red_bow, short_sleeves, black_necktie, smile, holding, parted_lips, white_gloves, cropped_jacket, asymmetrical_legwear, cowboy_shot, red_thighhighs
1	10	1girl, black_thighhighs, long_sleeves, looking_at_viewer, solo, suspender_skirt, aran_sweater, blue_skirt, garter_straps, simple_background, white_background, black_jacket, open_jacket, turtleneck_sweater, blush, cowboy_shot, buttons, feathers, nail_polish, brown_hair, closed_mouth, gun, holding_weapon, parted_lips, very_long_hair
2	9	1girl, black_thighhighs, garter_straps, long_sleeves, solo, looking_at_viewer, open_jacket, simple_background, turtleneck_sweater, white_background, aran_sweater, black_jacket, feather_hair_ornament, backpack, blue_skirt, suspender_skirt, black_footwear, full_body, holding_gun, standing