CyberHarem/hamakaze_kantaicollection

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

# Dataset of hamakaze/浜風 (Kantai Collection)

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

The core tags of this character are `short_hair, blue_eyes, grey_hair, hair_ornament, hairclip, hair_over_one_eye, breasts, large_breasts`, 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 | 507.01 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hamakaze_kantaicollection/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 500 | 324.93 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hamakaze_kantaicollection/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 1189 | 681.33 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hamakaze_kantaicollection/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 500 | 464.36 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hamakaze_kantaicollection/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 1189 | 900.34 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hamakaze_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/hamakaze_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 | 10 |  |  |  |  |  | 1girl, looking_at_viewer, serafuku, simple_background, solo, upper_body, white_background, sailor_collar, yellow_neckerchief, blush, short_sleeves, smile |
| 1 | 11 |  |  |  |  |  | 1girl, looking_at_viewer, serafuku, short_sleeves, solo, yellow_neckerchief, blush, upper_body, white_gloves, smile, simple_background, collarbone |
| 2 | 14 |  |  |  |  |  | 1girl, black_pantyhose, pleated_skirt, serafuku, short_sleeves, solo, simple_background, white_background, yellow_neckerchief, white_gloves, looking_at_viewer, grey_skirt, blush, eyes_visible_through_hair, blue_sailor_collar, sitting |
| 3 | 10 |  |  |  |  |  | 1girl, serafuku, short_sleeves, solo, white_background, white_gloves, black_pantyhose, pleated_skirt, simple_background, looking_at_viewer |
| 4 | 11 |  |  |  |  |  | 1girl, black_pantyhose, pleated_skirt, serafuku, short_sleeves, solo, white_gloves, looking_at_viewer, neckerchief, smile, blush |
| 5 | 5 |  |  |  |  |  | 1girl, black_pantyhose, looking_at_viewer, panties_under_pantyhose, serafuku, short_sleeves, solo, white_gloves, pleated_skirt, blush |
| 6 | 7 |  |  |  |  |  | 1girl, alternate_costume, blush, looking_at_viewer, simple_background, solo, ribbed_sweater, turtleneck, white_background, long_sleeves, black_pantyhose, dress, open_mouth |
| 7 | 10 |  |  |  |  |  | 1girl, cleavage, looking_at_viewer, solo, blush, simple_background, collarbone, white_background, navel, eyes_visible_through_hair, halterneck, side-tie_bikini_bottom, white_bikini |
| 8 | 10 |  |  |  |  |  | 1girl, day, outdoors, solo, cleavage, cloud, ocean, looking_at_viewer, beach, collarbone, navel, side-tie_bikini_bottom, blue_sky, smile, blush, cowboy_shot, sitting, tree, water, white_bikini |
| 9 | 26 |  |  |  |  |  | 1girl, solo, yukata, looking_at_viewer, hair_flower, obi, food, blush, squid |
| 10 | 8 |  |  |  |  |  | 1girl, cat_ears, solo, blush, cat_cutout, cat_lingerie, cleavage_cutout, looking_at_viewer, underwear_only, black_bra, black_panties, cat_ear_panties, navel, side-tie_panties, simple_background, white_background, cat_tail, choker, collarbone, jingle_bell, neck_bell, eyes_visible_through_hair, fake_animal_ears, kemonomimi_mode, wavy_mouth, white_hair |
| 11 | 5 |  |  |  |  |  | 1girl, blush, cleavage, looking_at_viewer, maid_headdress, solo, enmaided, frills, simple_background, eyes_visible_through_hair, upper_body, white_background, cosplay, detached_sleeves, hair_ribbon, hand_on_own_chest, maid_apron, roswaal_mansion_maid_uniform, x_hair_ornament |
| 12 | 6 |  |  |  |  |  | 1girl, fake_animal_ears, looking_at_viewer, playboy_bunny, rabbit_ears, solo, black_leotard, black_pantyhose, bowtie, cleavage, detached_collar, simple_background, wrist_cuffs, bare_shoulders, blush, white_background, rabbit_tail |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | looking_at_viewer | serafuku | simple_background | solo | upper_body | white_background | sailor_collar | yellow_neckerchief | blush | short_sleeves | smile | white_gloves | collarbone | black_pantyhose | pleated_skirt | grey_skirt | eyes_visible_through_hair | blue_sailor_collar | sitting | neckerchief | panties_under_pantyhose | alternate_costume | ribbed_sweater | turtleneck | long_sleeves | dress | open_mouth | cleavage | navel | halterneck | side-tie_bikini_bottom | white_bikini | day | outdoors | cloud | ocean | beach | blue_sky | cowboy_shot | tree | water | yukata | hair_flower | obi | food | squid | cat_ears | cat_cutout | cat_lingerie | cleavage_cutout | underwear_only | black_bra | black_panties | cat_ear_panties | side-tie_panties | cat_tail | choker | jingle_bell | neck_bell | fake_animal_ears | kemonomimi_mode | wavy_mouth | white_hair | maid_headdress | enmaided | frills | cosplay | detached_sleeves | hair_ribbon | hand_on_own_chest | maid_apron | roswaal_mansion_maid_uniform | x_hair_ornament | playboy_bunny | rabbit_ears | black_leotard | bowtie | detached_collar | wrist_cuffs | bare_shoulders | rabbit_tail |
|----:|----------:|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:--------|:--------------------|:-----------|:--------------------|:-------|:-------------|:-------------------|:----------------|:---------------------|:--------|:----------------|:--------|:---------------|:-------------|:------------------|:----------------|:-------------|:----------------------------|:---------------------|:----------|:--------------|:--------------------------|:--------------------|:-----------------|:-------------|:---------------|:--------|:-------------|:-----------|:--------|:-------------|:-------------------------|:---------------|:------|:-----------|:--------|:--------|:--------|:-----------|:--------------|:-------|:--------|:---------|:--------------|:------|:-------|:--------|:-----------|:-------------|:---------------|:------------------|:-----------------|:------------|:----------------|:------------------|:-------------------|:-----------|:---------|:--------------|:------------|:-------------------|:------------------|:-------------|:-------------|:-----------------|:-----------|:---------|:----------|:-------------------|:--------------|:--------------------|:-------------|:-------------------------------|:------------------|:----------------|:--------------|:----------------|:---------|:------------------|:--------------|:-----------------|:--------------|
| 0 | 10 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 11 |  |  |  |  |  | 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 | 10 |  |  |  |  |  | X | X | X | X | X | | X | | | | X | | X | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 11 |  |  |  |  |  | X | X | X | | X | | | | | X | X | X | X | | X | X | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 5 | 5 |  |  |  |  |  | X | X | X | | X | | | | | X | X | | X | | X | X | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 6 | 7 |  |  |  |  |  | X | X | | X | X | | X | | | X | | | | | X | | | | | | | | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 7 | 10 |  |  |  |  |  | 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 | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 9 | 26 |  |  |  |  |  | X | X | | | X | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 10 | 8 |  |  |  |  |  | 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 | X | | | | | | | | | | | | | | | | | | |
| 11 | 5 |  |  |  |  |  | X | X | | X | X | X | X | | | X | | | | | | | | X | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | X | X | X | X | | | | | | | | |
| 12 | 6 |  |  |  |  |  | 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

数据集信息

• 名称: Dataset of hamakaze/浜風 (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张
• 核心标签: short_hair, blue_eyes, grey_hair, hair_ornament, hairclip, hair_over_one_eye, breasts, large_breasts
• 来源: 从多个网站（如danbooru, pixiv, zerochan等）爬取

数据包列表

名称	图像数量	大小	类型	描述
raw	500	507.01 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	324.93 MiB	IMG+TXT	短边不超过800像素的数据集
stage3-p480-800	1189	681.33 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素
1200	500	464.36 MiB	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	1189	900.34 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	10		1girl, looking_at_viewer, serafuku, simple_background, solo, upper_body, white_background, sailor_collar, yellow_neckerchief, blush, short_sleeves, smile
1	11		1girl, looking_at_viewer, serafuku, short_sleeves, solo, yellow_neckerchief, blush, upper_body, white_gloves, smile, simple_background, collarbone
2	14		1girl, black_pantyhose, pleated_skirt, serafuku, short_sleeves, solo, simple_background, white_background, yellow_neckerchief, white_gloves, looking_at_viewer, grey_skirt, blush, eyes_visible_through_hair, blue_sailor_collar, sitting
3	10		1girl, serafuku, short_sleeves, solo, white_background, white_gloves, black_pantyhose, pleated_skirt, simple_background, looking_at_viewer
4	11		1girl, black_pantyhose, pleated_skirt, serafuku, short_sleeves, solo, white_gloves, looking_at_viewer, neckerchief, smile, blush
5	5		1girl, black_pantyhose, looking_at_viewer, panties_under_pantyhose, serafuku, short_sleeves, solo, white_gloves, pleated_skirt, blush
6	7		1girl, alternate_costume, blush, looking_at_viewer, simple_background, solo, ribbed_sweater, turtleneck, white_background, long_sleeves, black_pantyhose, dress, open_mouth
7	10		1girl, cleavage, looking_at_viewer, solo, blush, simple_background, collarbone, white_background, navel, eyes_visible_through_hair, halterneck, side-tie_bikini_bottom, white_bikini
8	10		1girl, day, outdoors, solo, cleavage, cloud, ocean, looking_at_viewer, beach, collarbone, navel, side-tie_bikini_bottom, blue_sky, smile, blush, cowboy_shot, sitting, tree, water, white_bikini
9	26		1girl, solo, yukata, looking_at_viewer, hair_flower, obi, food, blush, squid
10	8		1girl, cat_ears, solo, blush, cat_cutout, cat_lingerie, cleavage_cutout, looking_at_viewer, underwear_only, black_bra, black_panties, cat_ear_panties, navel, side-tie_panties, simple_background, white_background, cat_tail, choker, collarbone, jingle_bell, neck_bell, eyes_visible_through_hair, fake_animal_ears, kemonomimi_mode, wavy_mouth, white_hair
11	5		1girl, blush, cleavage, looking_at_viewer, maid_headdress, solo, enmaided, frills, simple_background, eyes_visible_through_hair, upper_body, white_background, cosplay, detached_sleeves, hair_ribbon, hand_on_own_chest, maid_apron, roswaal_mansion_maid_uniform, x_hair_ornament
12	6		1girl, fake_animal_ears, looking_at_viewer, playboy_bunny, rabbit_ears, solo, black_leotard, black_pantyhose, bowtie, cleavage, detached_collar, simple_background, wrist_cuffs, bare_shoulders, blush, white_background, rabbit_tail