CyberHarem/grecale_kantaicollection

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

# Dataset of grecale (Kantai Collection)

This is the dataset of grecale (Kantai Collection), containing 350 images and their tags.

The core tags of this character are `blonde_hair, long_hair, bow, green_eyes, hair_bow, hair_between_eyes, pink_bow, wavy_hair, ribbon, blue_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 | 350 | 332.40 MiB | [Download](https://huggingface.co/datasets/CyberHarem/grecale_kantaicollection/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 350 | 218.42 MiB | [Download](https://huggingface.co/datasets/CyberHarem/grecale_kantaicollection/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 799 | 466.51 MiB | [Download](https://huggingface.co/datasets/CyberHarem/grecale_kantaicollection/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 350 | 304.22 MiB | [Download](https://huggingface.co/datasets/CyberHarem/grecale_kantaicollection/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 799 | 607.40 MiB | [Download](https://huggingface.co/datasets/CyberHarem/grecale_kantaicollection/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/grecale_kantaicollection',
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 | 30 |  |  |  |  |  | 1girl, sailor_dress, sleeveless_dress, solo, white_dress, white_sailor_collar, neckerchief, looking_at_viewer, striped, simple_background, white_background, hat, hair_ribbon, smile, tongue_out, blush |
| 1 | 21 |  |  |  |  |  | blush, demon_horns, 1girl, fake_horns, demon_wings, solo, smile, demon_tail, halloween_costume, clothes_writing, collarbone, single_thighhigh, black_skirt, black_thighhighs, italian_text, simple_background, lollipop, dress, holding, looking_at_viewer, sleeveless, tongue_out, white_background |
| 2 | 45 |  |  |  |  |  | 1girl, solo, hair_flower, looking_at_viewer, side_ponytail, blush, necklace, smile, navel, pink_flower, denim_shorts, blue_shorts, flat_chest, collarbone, open_mouth, short_shorts, blue_bikini, multicolored_bikini, simple_background, white_background |
| 3 | 7 |  |  |  |  |  | 1girl, black_skirt, blush, clothes_writing, long_sleeves, pink_shirt, smile, solo, collarbone, gift_box, simple_background, valentine, black_thighhighs, holding_gift, looking_at_viewer, white_background, hair_ornament, heart_print, pleated_skirt, heart_necklace, open_mouth, polka_dot_skirt, tongue_out, twitter_username, white_jacket |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | sailor_dress | sleeveless_dress | solo | white_dress | white_sailor_collar | neckerchief | looking_at_viewer | striped | simple_background | white_background | hat | hair_ribbon | smile | tongue_out | blush | demon_horns | fake_horns | demon_wings | demon_tail | halloween_costume | clothes_writing | collarbone | single_thighhigh | black_skirt | black_thighhighs | italian_text | lollipop | dress | holding | sleeveless | hair_flower | side_ponytail | necklace | navel | pink_flower | denim_shorts | blue_shorts | flat_chest | open_mouth | short_shorts | blue_bikini | multicolored_bikini | long_sleeves | pink_shirt | gift_box | valentine | holding_gift | hair_ornament | heart_print | pleated_skirt | heart_necklace | polka_dot_skirt | twitter_username | white_jacket |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:-------------------|:-------|:--------------|:----------------------|:--------------|:--------------------|:----------|:--------------------|:-------------------|:------|:--------------|:--------|:-------------|:--------|:--------------|:-------------|:--------------|:-------------|:--------------------|:------------------|:-------------|:-------------------|:--------------|:-------------------|:---------------|:-----------|:--------|:----------|:-------------|:--------------|:----------------|:-----------|:--------|:--------------|:---------------|:--------------|:-------------|:-------------|:---------------|:--------------|:----------------------|:---------------|:-------------|:-----------|:------------|:---------------|:----------------|:--------------|:----------------|:-----------------|:------------------|:-------------------|:---------------|
| 0 | 30 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 21 |  |  |  |  |  | X | | | X | | | | X | | X | X | | | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 45 |  |  |  |  |  | X | | | X | | | | X | | X | X | | | X | | X | | | | | | | X | | | | | | | | | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | |
| 3 | 7 |  |  |  |  |  | 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

Dataset of grecale (Kantai Collection)

数据集描述

该数据集包含350张关于grecale（舰队Collection角色）的图像及其标签。主要标签包括blonde_hair, long_hair, bow, green_eyes, hair_bow, hair_between_eyes, pink_bow, wavy_hair, ribbon, blue_eyes。

数据集来源

图像从多个网站（如danbooru, pixiv, zerochan等）爬取，爬虫系统由DeepGHS Team提供。

数据集包列表

名称	图像数量	大小	类型	描述
raw	350	332.40 MiB	Waifuc-Raw	包含元信息的原始数据（最小边对齐到1400像素，如果更大）。
800	350	218.42 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	799	466.51 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	350	304.22 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	799	607.40 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	图像示例	标签
0	30		1girl, sailor_dress, sleeveless_dress, solo, white_dress, white_sailor_collar, neckerchief, looking_at_viewer, striped, simple_background, white_background, hat, hair_ribbon, smile, tongue_out, blush
1	21		blush, demon_horns, 1girl, fake_horns, demon_wings, solo, smile, demon_tail, halloween_costume, clothes_writing, collarbone, single_thighhigh, black_skirt, black_thighhighs, italian_text, simple_background, lollipop, dress, holding, looking_at_viewer, sleeveless, tongue_out, white_background
2	45		1girl, solo, hair_flower, looking_at_viewer, side_ponytail, blush, necklace, smile, navel, pink_flower, denim_shorts, blue_shorts, flat_chest, collarbone, open_mouth, short_shorts, blue_bikini, multicolored_bikini, simple_background, white_background
3	7		1girl, black_skirt, blush, clothes_writing, long_sleeves, pink_shirt, smile, solo, collarbone, gift_box, simple_background, valentine, black_thighhighs, holding_gift, looking_at_viewer, white_background, hair_ornament, heart_print, pleated_skirt, heart_necklace, open_mouth, polka_dot_skirt, tongue_out, twitter_username, white_jacket

表格版本

#	样本数	图像示例	1girl	sailor_dress	sleeveless_dress	solo	white_dress	white_sailor_collar	neckerchief	looking_at_viewer	striped	simple_background	white_background	hat	hair_ribbon	smile	tongue_out	blush	demon_horns	fake_horns	demon_wings	demon_tail	halloween_costume	clothes_writing	collarbone	single_thighhigh	black_skirt	black_thighhighs	italian_text	lollipop	dress	holding	sleeveless	hair_flower	side_ponytail	necklace	navel	pink_flower	denim_shorts	blue_shorts	flat_chest	open_mouth	short_shorts	blue_bikini	multicolored_bikini	long_sleeves	pink_shirt	gift_box	valentine	holding_gift	hair_ornament	heart_print	pleated_skirt	heart_necklace	polka_dot_skirt	twitter_username	white_jacket
0	30		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
1	21		X			X				X		X	X			X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
2	45		X			X				X		X	X			X		X							X									X	X	X	X	X	X	X	X	X	X	X	X
3	7		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