CyberHarem/yura_kantaicollection

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

# Dataset of yura/由良/由良 (Kantai Collection)

This is the dataset of yura/由良/由良 (Kantai Collection), containing 500 images and their tags.

The core tags of this character are `long_hair, pink_hair, very_long_hair, ponytail, ribbon, hair_ribbon, breasts, yellow_eyes, brown_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 | 500 | 536.57 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yura_kantaicollection/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 500 | 330.41 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yura_kantaicollection/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 1165 | 692.65 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yura_kantaicollection/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 500 | 485.13 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yura_kantaicollection/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 1165 | 939.30 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yura_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/yura_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 | 5 |  |  |  |  |  | 1girl, hair_flaps, serafuku, simple_background, upper_body, white_background, black_ribbon, green_eyes, green_sailor_collar, grey_sailor_collar, looking_at_viewer, open_mouth, short_sleeves, smile, solo, blush, sidelocks |
| 1 | 5 |  |  |  |  |  | 1girl, black_jacket, grey_sailor_collar, hair_flaps, neck_ribbon, red_ribbon, serafuku, short_sleeves, solo, upper_body, looking_at_viewer, simple_background, white_background, smile |
| 2 | 23 |  |  |  |  |  | 1girl, black_jacket, grey_sailor_collar, grey_skirt, hair_flaps, pleated_skirt, serafuku, short_sleeves, solo, black_gloves, neck_ribbon, partially_fingerless_gloves, red_ribbon, simple_background, looking_at_viewer, white_background, cowboy_shot, smile |
| 3 | 6 |  |  |  |  |  | 1girl, hair_ornament, looking_at_viewer, pleated_skirt, serafuku, smile, solo, green_eyes, side_ponytail, blush, turret |
| 4 | 5 |  |  |  |  |  | 1girl, green_eyes, hair_ornament, looking_at_viewer, pleated_skirt, serafuku, smile, solo, knee_boots, full_body |
| 5 | 19 |  |  |  |  |  | 1girl, alternate_costume, hair_flaps, looking_at_viewer, solo, simple_background, smile, white_sweater, black_jacket, twitter_username, white_background, one-hour_drawing_challenge, blush, jacket_on_shoulders, turtleneck, black_ribbon, long_sleeves, pleated_skirt, upper_body, black_pantyhose, coat, large_breasts |
| 6 | 20 |  |  |  |  |  | 1girl, solo, yukata, hair_flaps, looking_at_viewer, obi, alternate_costume, floral_print, smile, blush, simple_background, upper_body, white_background, white_kimono, wide_sleeves, open_mouth |
| 7 | 12 |  |  |  |  |  | 1girl, black_shirt, solo, hair_flaps, black_ribbon, short_sleeves, looking_at_viewer, official_alternate_costume, upper_body, collarbone, medium_breasts, simple_background, smile, swimsuit |
| 8 | 5 |  |  |  |  |  | 1girl, hair_flaps, simple_background, solo, white_background, white_bikini, black_shirt, blush, cleavage, cowboy_shot, looking_at_viewer, navel, shirt_lift, large_breasts, lifted_by_self, open_mouth, skirt, smile, undressing, black_ribbon, blue_sarong, medium_breasts, official_alternate_costume, short_sleeves, twitter_username |
| 9 | 8 |  |  |  |  |  | 1girl, cleavage, looking_at_viewer, medium_breasts, solo, white_bikini, hair_flaps, navel, sitting, sarong, cowboy_shot |
| 10 | 5 |  |  |  |  |  | 1girl, hair_flaps, one-hour_drawing_challenge, simple_background, solo, white_background, dated, medium_breasts, twitter_username, white_bikini, cleavage, cowboy_shot, large_breasts, looking_at_viewer, black_ribbon, jacket, navel, official_alternate_costume, sitting, upper_body |
| 11 | 7 |  |  |  |  |  | 1girl, solo, hair_flaps, navel, panties, simple_background, underwear_only, bra, looking_at_viewer, medium_breasts, armpits, cleavage, cowboy_shot, white_background |
| 12 | 9 |  |  |  |  |  | 1girl, detached_collar, fake_animal_ears, hair_flaps, playboy_bunny, rabbit_ears, solo, strapless_leotard, wrist_cuffs, alternate_costume, black_leotard, looking_at_viewer, medium_breasts, bowtie, cowboy_shot, black_pantyhose, cleavage, simple_background, fishnet_pantyhose, rabbit_tail, white_background |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | hair_flaps | serafuku | simple_background | upper_body | white_background | black_ribbon | green_eyes | green_sailor_collar | grey_sailor_collar | looking_at_viewer | open_mouth | short_sleeves | smile | solo | blush | sidelocks | black_jacket | neck_ribbon | red_ribbon | grey_skirt | pleated_skirt | black_gloves | partially_fingerless_gloves | cowboy_shot | hair_ornament | side_ponytail | turret | knee_boots | full_body | alternate_costume | white_sweater | twitter_username | one-hour_drawing_challenge | jacket_on_shoulders | turtleneck | long_sleeves | black_pantyhose | coat | large_breasts | yukata | obi | floral_print | white_kimono | wide_sleeves | black_shirt | official_alternate_costume | collarbone | medium_breasts | swimsuit | white_bikini | cleavage | navel | shirt_lift | lifted_by_self | skirt | undressing | blue_sarong | sitting | sarong | dated | jacket | panties | underwear_only | bra | armpits | detached_collar | fake_animal_ears | playboy_bunny | rabbit_ears | strapless_leotard | wrist_cuffs | black_leotard | bowtie | fishnet_pantyhose | rabbit_tail |
|----:|----------:|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:--------|:-------------|:-----------|:--------------------|:-------------|:-------------------|:---------------|:-------------|:----------------------|:---------------------|:--------------------|:-------------|:----------------|:--------|:-------|:--------|:------------|:---------------|:--------------|:-------------|:-------------|:----------------|:---------------|:------------------------------|:--------------|:----------------|:----------------|:---------|:-------------|:------------|:--------------------|:----------------|:-------------------|:-----------------------------|:----------------------|:-------------|:---------------|:------------------|:-------|:----------------|:---------|:------|:---------------|:---------------|:---------------|:--------------|:-----------------------------|:-------------|:-----------------|:-----------|:---------------|:-----------|:--------|:-------------|:-----------------|:--------|:-------------|:--------------|:----------|:---------|:--------|:---------|:----------|:-----------------|:------|:----------|:------------------|:-------------------|:----------------|:--------------|:--------------------|:--------------|:----------------|:---------|:--------------------|:--------------|
| 0 | 5 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 5 |  |  |  |  |  | X | X | X | X | X | X | | | | X | X | | X | X | X | | | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 23 |  |  |  |  |  | X | X | X | X | | X | | | | X | X | | X | X | X | | | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 6 |  |  |  |  |  | X | | X | | | | | X | | | X | | | X | X | X | | | | | | X | | | | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 5 |  |  |  |  |  | X | | X | | | | | X | | | X | | | X | X | | | | | | | X | | | | X | | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 5 | 19 |  |  |  |  |  | X | X | | X | X | X | X | | | | X | | | X | X | X | | X | | | | X | | | | | | | | | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 6 | 20 |  |  |  |  |  | X | X | | X | X | X | | | | | X | X | | X | X | X | | | | | | | | | | | | | | | X | | | | | | | | | | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 7 | 12 |  |  |  |  |  | X | X | | X | X | | X | | | | X | | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 8 | 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 | | | | | | | | | | | | | | | | | | |
| 9 | 8 |  |  |  |  |  | X | X | | | | | | | | | X | | | | X | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | X | | X | X | X | | | | | | X | X | | | | | | | | | | | | | | | | |
| 10 | 5 |  |  |  |  |  | X | X | | X | X | X | X | | | | X | | | | X | | | | | | | | | | X | | | | | | | | X | X | | | | | | X | | | | | | | X | | X | | X | X | X | | | | | | X | | X | X | | | | | | | | | | | | | | |
| 11 | 7 |  |  |  |  |  | X | X | | X | | X | | | | | X | | | | X | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | X | | | X | X | | | | | | | | | | X | X | X | X | | | | | | | | | | |
| 12 | 9 |  |  |  |  |  | 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

数据集基本信息

• 名称: Dataset of yura/由良/由良 (Kantai Collection)
• 许可: MIT
• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 大小类别: n<1K

数据集内容

• 图像数量: 500张
• 核心标签: long_hair, pink_hair, very_long_hair, ponytail, ribbon, hair_ribbon, breasts, yellow_eyes, brown_eyes
• 图像来源: 从多个网站爬取，如danbooru, pixiv, zerochan等

数据集包列表

名称	图像数量	大小	类型	描述
raw	500	536.57 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	500	330.41 MiB	IMG+TXT	短边不超过800像素的数据集
stage3-p480-800	1165	692.65 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素
1200	500	485.13 MiB	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	1165	939.30 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	图像示例	标签
0	5		1girl, hair_flaps, serafuku, simple_background, upper_body, white_background, black_ribbon, green_eyes, green_sailor_collar, grey_sailor_collar, looking_at_viewer, open_mouth, short_sleeves, smile, solo, blush, sidelocks
1	5		1girl, black_jacket, grey_sailor_collar, hair_flaps, neck_ribbon, red_ribbon, serafuku, short_sleeves, solo, upper_body, looking_at_viewer, simple_background, white_background, smile
2	23		1girl, black_jacket, grey_sailor_collar, grey_skirt, hair_flaps, pleated_skirt, serafuku, short_sleeves, solo, black_gloves, neck_ribbon, partially_fingerless_gloves, red_ribbon, simple_background, looking_at_viewer, white_background, cowboy_shot, smile
3	6		1girl, hair_ornament, looking_at_viewer, pleated_skirt, serafuku, smile, solo, green_eyes, side_ponytail, blush, turret
4	5		1girl, green_eyes, hair_ornament, looking_at_viewer, pleated_skirt, serafuku, smile, solo, knee_boots, full_body
5	19		1girl, alternate_costume, hair_flaps, looking_at_viewer, solo, simple_background, smile, white_sweater, black_jacket, twitter_username, white_background, one-hour_drawing_challenge, blush, jacket_on_shoulders, turtleneck, black_ribbon, long_sleeves, pleated_skirt, upper_body, black_pantyhose, coat, large_breasts
6	20		1girl, solo, yukata, hair_flaps, looking_at_viewer, obi, alternate_costume, floral_print, smile, blush, simple_background, upper_body, white_background, white_kimono, wide_sleeves, open_mouth
7	12		1girl, black_shirt, solo, hair_flaps, black_ribbon, short_sleeves, looking_at_viewer, official_alternate_costume, upper_body, collarbone, medium_breasts, simple_background, smile, swimsuit
8	5		1girl, hair_flaps, simple_background, solo, white_background, white_bikini, black_shirt, blush, cleavage, cowboy_shot, looking_at_viewer, navel, shirt_lift, large_breasts, lifted_by_self, open_mouth, skirt, smile, undressing, black_ribbon, blue_sarong, medium_breasts, official_alternate_costume, short_sleeves, twitter_username
9	8		1girl, cleavage, looking_at_viewer, medium_breasts, solo, white_bikini, hair_flaps, navel, sitting, sarong, cowboy_shot
10	5		1girl, hair_flaps, one-hour_drawing_challenge, simple_background, solo, white_background, dated, medium_breasts, twitter_username, white_bikini, cleavage, cowboy_shot, large_breasts, looking_at_viewer, black_ribbon, jacket, navel, official_alternate_costume, sitting, upper_body
11	7		1girl, solo, hair_flaps, navel, panties, simple_background, underwear_only, bra, looking_at_viewer, medium_breasts, armpits, cleavage, cowboy_shot, white_background
12	9		1girl, detached_collar, fake_animal_ears, hair_flaps, playboy_bunny, rabbit_ears, solo, strapless_leotard, wrist_cuffs, alternate_costume, black_leotard, looking_at_viewer, medium_breasts, bowtie, cowboy_shot, black_pantyhose, cleavage, simple_background, fishnet_pantyhose, rabbit_tail, white_background