CyberHarem/yamakaze_kantaicollection

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

# Dataset of yamakaze/山風 (Kantai Collection)

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

The core tags of this character are `green_hair, long_hair, hair_between_eyes, hair_ornament, hairclip, ribbon, hair_ribbon, ponytail, black_ribbon, green_eyes, bangs, 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 | 673.00 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yamakaze_kantaicollection/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 500 | 382.06 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yamakaze_kantaicollection/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 1295 | 877.24 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yamakaze_kantaicollection/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 500 | 600.08 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yamakaze_kantaicollection/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 1295 | 1.24 GiB | [Download](https://huggingface.co/datasets/CyberHarem/yamakaze_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/yamakaze_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 | 8 |  |  |  |  |  | 1girl, black_serafuku, black_skirt, black_thighhighs, blue_neckerchief, blush, detached_sleeves, looking_at_viewer, pleated_skirt, simple_background, solo, white_background, parted_bangs, sitting, sidelocks, aqua_eyes, closed_mouth, wide_sleeves, zettai_ryouiki |
| 1 | 6 |  |  |  |  |  | 1girl, black_serafuku, black_skirt, blue_neckerchief, blush, detached_sleeves, looking_at_viewer, pleated_skirt, solo, black_thighhighs, zettai_ryouiki |
| 2 | 24 |  |  |  |  |  | 1girl, blue_neckerchief, detached_sleeves, solo, black_serafuku, looking_at_viewer, simple_background, upper_body, blush, white_background, choker, sidelocks, blue_eyes, parted_bangs |
| 3 | 19 |  |  |  |  |  | 1girl, black_serafuku, black_skirt, green_neckerchief, hair_flaps, black_gloves, elbow_gloves, parted_bangs, pleated_skirt, sidelocks, solo, twin_braids, black_thighhighs, blush, simple_background, white_background |
| 4 | 15 |  |  |  |  |  | sidelocks, 1girl, hair_flaps, medium_breasts, solo, blush, cleavage, parted_bangs, looking_at_viewer, black_bikini, navel, cowboy_shot, choker, collarbone, frilled_bikini, simple_background, adapted_costume, white_background, large_breasts, twin_braids |
| 5 | 15 |  |  |  |  |  | 1girl, solo, alternate_costume, blush, looking_at_viewer, simple_background, white_background, long_sleeves, blue_eyes, white_shirt, black_thighhighs, black_dress, open_mouth, smile, sitting |
| 6 | 16 |  |  |  |  |  | 1girl, blush, kimono, solo, looking_at_viewer, wide_sleeves, floral_print, alternate_costume, hair_flower, obi, simple_background, sidelocks, long_sleeves, white_background, holding, upper_body |
| 7 | 5 |  |  |  |  |  | 1girl, blue_dress, blue_rose, cosplay, long_sleeves, off-shoulder_dress, solo, blue_headwear, blush, horse_ears, open_mouth, tilted_headwear, upper_body, hat_flower, heart, bare_shoulders, blue_eyes, closed_eyes, hair_over_one_eye, horse_girl, smile |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | black_serafuku | black_skirt | black_thighhighs | blue_neckerchief | blush | detached_sleeves | looking_at_viewer | pleated_skirt | simple_background | solo | white_background | parted_bangs | sitting | sidelocks | aqua_eyes | closed_mouth | wide_sleeves | zettai_ryouiki | upper_body | choker | blue_eyes | green_neckerchief | hair_flaps | black_gloves | elbow_gloves | twin_braids | medium_breasts | cleavage | black_bikini | navel | cowboy_shot | collarbone | frilled_bikini | adapted_costume | large_breasts | alternate_costume | long_sleeves | white_shirt | black_dress | open_mouth | smile | kimono | floral_print | hair_flower | obi | holding | blue_dress | blue_rose | cosplay | off-shoulder_dress | blue_headwear | horse_ears | tilted_headwear | hat_flower | heart | bare_shoulders | closed_eyes | hair_over_one_eye | horse_girl |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:--------------|:-------------------|:-------------------|:--------|:-------------------|:--------------------|:----------------|:--------------------|:-------|:-------------------|:---------------|:----------|:------------|:------------|:---------------|:---------------|:-----------------|:-------------|:---------|:------------|:--------------------|:-------------|:---------------|:---------------|:--------------|:-----------------|:-----------|:---------------|:--------|:--------------|:-------------|:-----------------|:------------------|:----------------|:--------------------|:---------------|:--------------|:--------------|:-------------|:--------|:---------|:---------------|:--------------|:------|:----------|:-------------|:------------|:----------|:---------------------|:----------------|:-------------|:------------------|:-------------|:--------|:-----------------|:--------------|:--------------------|:-------------|
| 0 | 8 |  |  |  |  |  | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 24 |  |  |  |  |  | X | X | | | X | X | X | X | | X | X | X | X | | X | | | | | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 19 |  |  |  |  |  | X | X | X | X | | X | | | X | X | X | X | X | | X | | | | | | | | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 15 |  |  |  |  |  | X | | | | | X | | X | | X | X | X | X | | X | | | | | | X | | | X | | | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | |
| 5 | 15 |  |  |  |  |  | X | | | X | | X | | X | | X | X | X | | X | | | | | | | | X | | | | | | | | | | | | | | | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | |
| 6 | 16 |  |  |  |  |  | X | | | | | X | | X | | X | X | X | | | X | | | X | | X | | | | | | | | | | | | | | | | | X | X | | | | | X | X | X | X | X | | | | | | | | | | | | | |
| 7 | 5 |  |  |  |  |  | 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 yamakaze/山風 (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:
  • green_hair, long_hair, hair_between_eyes, hair_ornament, hairclip, ribbon, hair_ribbon, ponytail, black_ribbon, green_eyes, bangs, breasts

数据集包列表

名称	图像数量	大小	类型	描述
raw	500	673.00 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	382.06 MiB	IMG+TXT	短边不超过800像素的图像数据集
stage3-p480-800	1295	877.24 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素
1200	500	600.08 MiB	IMG+TXT	短边不超过1200像素的图像数据集
stage3-p480-1200	1295	1.24 GiB	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	8		1girl, black_serafuku, black_skirt, black_thighhighs, blue_neckerchief, blush, detached_sleeves, looking_at_viewer, pleated_skirt, simple_background, solo, white_background, parted_bangs, sitting, sidelocks, aqua_eyes, closed_mouth, wide_sleeves, zettai_ryouiki
1	6		1girl, black_serafuku, black_skirt, blue_neckerchief, blush, detached_sleeves, looking_at_viewer, pleated_skirt, solo, black_thighhighs, zettai_ryouiki
2	24		1girl, blue_neckerchief, detached_sleeves, solo, black_serafuku, looking_at_viewer, simple_background, upper_body, blush, white_background, choker, sidelocks, blue_eyes, parted_bangs
3	19		1girl, black_serafuku, black_skirt, green_neckerchief, hair_flaps, black_gloves, elbow_gloves, parted_bangs, pleated_skirt, sidelocks, solo, twin_braids, black_thighhighs, blush, simple_background, white_background
4	15		sidelocks, 1girl, hair_flaps, medium_breasts, solo, blush, cleavage, parted_bangs, looking_at_viewer, black_bikini, navel, cowboy_shot, choker, collarbone, frilled_bikini, simple_background, adapted_costume, white_background, large_breasts, twin_braids
5	15		1girl, solo, alternate_costume, blush, looking_at_viewer, simple_background, white_background, long_sleeves, blue_eyes, white_shirt, black_thighhighs, black_dress, open_mouth, smile, sitting
6	16		1girl, blush, kimono, solo, looking_at_viewer, wide_sleeves, floral_print, alternate_costume, hair_flower, obi, simple_background, sidelocks, long_sleeves, white_background, holding, upper_body
7	5		1girl, blue_dress, blue_rose, cosplay, long_sleeves, off-shoulder_dress, solo, blue_headwear, blush, horse_ears, open_mouth, tilted_headwear, upper_body, hat_flower, heart, bare_shoulders, blue_eyes, closed_eyes, hair_over_one_eye, horse_girl, smile

表格版本

#	样本数量	图像示例	1girl	black_serafuku	black_skirt	black_thighhighs	blue_neckerchief	blush	detached_sleeves	looking_at_viewer	pleated_skirt	simple_background	solo	white_background	parted_bangs	sitting	sidelocks	aqua_eyes	closed_mouth	wide_sleeves	zettai_ryouiki	upper_body	choker	blue_eyes	green_neckerchief	hair_flaps	black_gloves	elbow_gloves	twin_braids	medium_breasts	cleavage	black_bikini	navel	cowboy_shot	collarbone	frilled_bikini	adapted_costume	large_breasts	alternate_costume	long_sleeves	white_shirt	black_dress	open_mouth	smile	kimono	floral_print	hair_flower	obi	holding	blue_dress	blue_rose	cosplay	off-shoulder_dress	blue_headwear	horse_ears	tilted_headwear	hat_flower	heart	bare_shoulders	closed_eyes	hair_over_one_eye	horse_girl
0	8		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
2	24		X	X			X	X	X	X		X	X	X	X		X					X	X	X
3	19		X	X	X	X		X			X	X	X	X	X		X								X	X	X	X	X
4	15		X					X		X		X	X	X	X		X						X			X			X	X	X	X	X	X	X	X	X	X
5	15		X			X		X		X		X	X	X		X								X															X	X	X	X	X	X
6	16		X					X		X		X	X	X			X			X		X																	X	X					X	X	X	X	X
7	5		X					X					X									X		X																X			X	X						X	X	X	X	X	X	X	X	X	X	X	X	X