CyberHarem/kawakaze_kantaicollection

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

# Dataset of kawakaze/江風 (Kantai Collection)

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

The core tags of this character are `long_hair, red_hair, hairband, ahoge, ribbon, hair_ribbon, twintails, bangs, very_long_hair, low_twintails, sidelocks, asymmetrical_bangs, blue_eyes, braid, twin_braids, yellow_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 | 465.81 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kawakaze_kantaicollection/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 500 | 315.37 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kawakaze_kantaicollection/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 1144 | 651.88 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kawakaze_kantaicollection/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 500 | 432.84 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kawakaze_kantaicollection/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 1144 | 829.83 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kawakaze_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/kawakaze_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 | 17 |  |  |  |  |  | 1girl, black_gloves, black_skirt, elbow_gloves, fingerless_gloves, looking_at_viewer, neckerchief, pleated_skirt, serafuku, sleeveless_shirt, solo, belt, smile, navel, blush, collared_shirt, simple_background, white_background, bare_shoulders, black_thighhighs, open_mouth |
| 1 | 6 |  |  |  |  |  | 1girl, black_gloves, black_serafuku, black_skirt, collared_shirt, elbow_gloves, navel, one-hour_drawing_challenge, pleated_skirt, simple_background, sleeveless_shirt, solo, white_background, blue_neckerchief, fingerless_gloves, twitter_username, black_thighhighs, cowboy_shot, looking_at_viewer, white_belt, dated, smile |
| 2 | 14 |  |  |  |  |  | 1girl, looking_at_viewer, serafuku, sleeveless_shirt, solo, collared_shirt, elbow_gloves, upper_body, black_gloves, blue_neckerchief, bare_shoulders, fingerless_gloves, blush, navel, simple_background, grin |
| 3 | 15 |  |  |  |  |  | 1girl, black_gloves, fingerless_gloves, hair_flaps, scarf, serafuku, solo, looking_at_viewer, smile, cape, elbow_gloves, neckerchief, open_mouth, torpedo, black_skirt, machinery, pleated_skirt, turret |
| 4 | 6 |  |  |  |  |  | 1girl, cape, hair_flaps, serafuku, solo, chibi, fang, open_mouth, white_scarf, :d, ^_^, neckerchief, pleated_skirt, thighhighs, elbow_gloves, fingerless_gloves |
| 5 | 12 |  |  |  |  |  | 1girl, hair_flaps, solo, alternate_costume, employee_uniform, looking_at_viewer, pleated_skirt, black_skirt, smile, vertical-striped_shirt, cowboy_shot, open_mouth, name_tag, red_ribbon, simple_background |
| 6 | 5 |  |  |  |  |  | 1girl, alternate_costume, looking_at_viewer, simple_background, solo, blush, cowboy_shot, long_sleeves, twitter_username, white_background, hand_on_hip, one-hour_drawing_challenge, pleated_skirt, red_ribbon, school_uniform, smile, white_shirt, bowtie, closed_mouth, collared_shirt, cropped_legs, lips, pointy_ears |
| 7 | 18 |  |  |  |  |  | 1girl, solo, looking_at_viewer, adapted_costume, sailor_bikini, smile, black_bikini, simple_background, blush, white_background, navel, small_breasts, hair_flaps, medium_breasts |
| 8 | 10 |  |  |  |  |  | 1girl, looking_at_viewer, solo, white_background, alternate_costume, simple_background, artist_logo, blush, cowboy_shot, dated, dress, collarbone, grin, pointy_ears |
| 9 | 12 |  |  |  |  |  | 1girl, yukata, solo, alternate_costume, looking_at_viewer, floral_print, obi, smile, blush, candy_apple, fox_mask, mask_on_head, open_mouth |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | black_gloves | black_skirt | elbow_gloves | fingerless_gloves | looking_at_viewer | neckerchief | pleated_skirt | serafuku | sleeveless_shirt | solo | belt | smile | navel | blush | collared_shirt | simple_background | white_background | bare_shoulders | black_thighhighs | open_mouth | black_serafuku | one-hour_drawing_challenge | blue_neckerchief | twitter_username | cowboy_shot | white_belt | dated | upper_body | grin | hair_flaps | scarf | cape | torpedo | machinery | turret | chibi | fang | white_scarf | :d | ^_^ | thighhighs | alternate_costume | employee_uniform | vertical-striped_shirt | name_tag | red_ribbon | long_sleeves | hand_on_hip | school_uniform | white_shirt | bowtie | closed_mouth | cropped_legs | lips | pointy_ears | adapted_costume | sailor_bikini | black_bikini | small_breasts | medium_breasts | artist_logo | dress | collarbone | yukata | floral_print | obi | candy_apple | fox_mask | mask_on_head |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:--------------|:---------------|:--------------------|:--------------------|:--------------|:----------------|:-----------|:-------------------|:-------|:-------|:--------|:--------|:--------|:-----------------|:--------------------|:-------------------|:-----------------|:-------------------|:-------------|:-----------------|:-----------------------------|:-------------------|:-------------------|:--------------|:-------------|:--------|:-------------|:-------|:-------------|:--------|:-------|:----------|:------------|:---------|:--------|:-------|:--------------|:-----|:------|:-------------|:--------------------|:-------------------|:-------------------------|:-----------|:-------------|:---------------|:--------------|:-----------------|:--------------|:---------|:---------------|:---------------|:-------|:--------------|:------------------|:----------------|:---------------|:----------------|:-----------------|:--------------|:--------|:-------------|:---------|:---------------|:------|:--------------|:-----------|:---------------|
| 0 | 17 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 6 |  |  |  |  |  | X | X | X | X | X | X | | X | | X | X | | X | X | | X | X | X | | X | | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 14 |  |  |  |  |  | X | X | | X | X | X | | | X | X | X | | | X | X | X | X | | X | | | | | X | | | | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 15 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | | X | | X | | | | | | | | X | | | | | | | | | | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 6 |  |  |  |  |  | X | | | X | X | | X | X | X | | X | | | | | | | | | | X | | | | | | | | | | X | | X | | | | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 5 | 12 |  |  |  |  |  | X | | X | | | X | | X | | | X | | X | | | | X | | | | X | | | | | X | | | | | X | | | | | | | | | | | | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | |
| 6 | 5 |  |  |  |  |  | X | | | | | X | | X | | | X | | X | | X | X | X | X | | | | | X | | X | X | | | | | | | | | | | | | | | | | X | | | | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | |
| 7 | 18 |  |  |  |  |  | X | | | | | X | | | | | X | | X | X | X | | X | X | | | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | X | X | X | X | X | | | | | | | | | |
| 8 | 10 |  |  |  |  |  | X | | | | | X | | | | | X | | | | X | | X | X | | | | | | | | X | | X | | X | | | | | | | | | | | | | X | | | | | | | | | | | | | X | | | | | | X | X | X | | | | | | |
| 9 | 12 |  |  |  |  |  | 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 kawakaze/江風 (Kantai Collection)
• 许可证: 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
• 核心标签: long_hair, red_hair, hairband, ahoge, ribbon, hair_ribbon, twintails, bangs, very_long_hair, low_twintails, sidelocks, asymmetrical_bangs, blue_eyes, braid, twin_braids, yellow_eyes

数据集包列表

名称	图像数量	大小	类型	描述
raw	500	465.81 MiB	Waifuc-Raw	原始数据，包含元信息（最小边对齐到1400像素，如果更大）
800	500	315.37 MiB	IMG+TXT	短边不超过800像素的图像数据
stage3-p480-800	1144	651.88 MiB	IMG+TXT	3阶段裁剪数据，区域不小于480x480像素
1200	500	432.84 MiB	IMG+TXT	短边不超过1200像素的图像数据
stage3-p480-1200	1144	829.83 MiB	IMG+TXT	3阶段裁剪数据，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	17		1girl, black_gloves, black_skirt, elbow_gloves, fingerless_gloves, looking_at_viewer, neckerchief, pleated_skirt, serafuku, sleeveless_shirt, solo, belt, smile, navel, blush, collared_shirt, simple_background, white_background, bare_shoulders, black_thighhighs, open_mouth
1	6		1girl, black_gloves, black_serafuku, black_skirt, collared_shirt, elbow_gloves, navel, one-hour_drawing_challenge, pleated_skirt, simple_background, sleeveless_shirt, solo, white_background, blue_neckerchief, fingerless_gloves, twitter_username, black_thighhighs, cowboy_shot, looking_at_viewer, white_belt, dated, smile
2	14		1girl, looking_at_viewer, serafuku, sleeveless_shirt, solo, collared_shirt, elbow_gloves, upper_body, black_gloves, blue_neckerchief, bare_shoulders, fingerless_gloves, blush, navel, simple_background, grin
3	15		1girl, black_gloves, fingerless_gloves, hair_flaps, scarf, serafuku, solo, looking_at_viewer, smile, cape, elbow_gloves, neckerchief, open_mouth, torpedo, black_skirt, machinery, pleated_skirt, turret
4	6		1girl, cape, hair_flaps, serafuku, solo, chibi, fang, open_mouth, white_scarf, :d, ^_^, neckerchief, pleated_skirt, thighhighs, elbow_gloves, fingerless_gloves
5	12		1girl, hair_flaps, solo, alternate_costume, employee_uniform, looking_at_viewer, pleated_skirt, black_skirt, smile, vertical-striped_shirt, cowboy_shot, open_mouth, name_tag, red_ribbon, simple_background
6	5		1girl, alternate_costume, looking_at_viewer, simple_background, solo, blush, cowboy_shot, long_sleeves, twitter_username, white_background, hand_on_hip, one-hour_drawing_challenge, pleated_skirt, red_ribbon, school_uniform, smile, white_shirt, bowtie, closed_mouth, collared_shirt, cropped_legs, lips, pointy_ears
7	18		1girl, solo, looking_at_viewer, adapted_costume, sailor_bikini, smile, black_bikini, simple_background, blush, white_background, navel, small_breasts, hair_flaps, medium_breasts
8	10		1girl, looking_at_viewer, solo, white_background, alternate_costume, simple_background, artist_logo, blush, cowboy_shot, dated, dress, collarbone, grin, pointy_ears
9	12		1girl, yukata, solo, alternate_costume, looking_at_viewer, floral_print, obi, smile, blush, candy_apple, fox_mask, mask_on_head, open_mouth