CyberHarem/hatsuharu_kantaicollection

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

# Dataset of hatsuharu/初春/初春 (Kantai Collection)

This is the dataset of hatsuharu/初春/初春 (Kantai Collection), containing 365 images and their tags.

The core tags of this character are `purple_hair, long_hair, ponytail, purple_eyes, very_long_hair, short_eyebrows, ribbon, hair_ribbon`, 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 | 365 | 333.79 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hatsuharu_kantaicollection/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 365 | 239.69 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hatsuharu_kantaicollection/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 796 | 476.52 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hatsuharu_kantaicollection/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 365 | 314.65 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hatsuharu_kantaicollection/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 796 | 591.39 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hatsuharu_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/hatsuharu_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 | 14 |  |  |  |  |  | 1girl, folded_fan, hikimayu, looking_at_viewer, sailor_dress, solo, black_gloves, black_thighhighs, smile, simple_background, white_background, character_name, zettai_ryouiki |
| 1 | 9 |  |  |  |  |  | 1girl, folded_fan, hikimayu, looking_at_viewer, sailor_dress, shide, solo, white_gloves, sleeveless, smile |
| 2 | 7 |  |  |  |  |  | 1girl, looking_at_viewer, sailor_dress, simple_background, solo, white_background, black_gloves, hikimayu, shide, twitter_username, white_sailor_collar, dated, one-hour_drawing_challenge, white_dress, cowboy_shot, folded_fan, upper_body |
| 3 | 6 |  |  |  |  |  | 1girl, hikimayu, looking_at_viewer, sailor_dress, shide, sleeveless_dress, solo, white_dress, white_gloves, white_sailor_collar, folded_fan, simple_background, holding, twitter_username |
| 4 | 9 |  |  |  |  |  | 1girl, alternate_costume, solo, obi, hikimayu, looking_at_viewer, smile, floral_print, shide, print_kimono, wide_sleeves, open_mouth, twitter_username |
| 5 | 7 |  |  |  |  |  | 1girl, detached_collar, fake_animal_ears, playboy_bunny, rabbit_ears, solo, looking_at_viewer, rabbit_tail, shide, strapless_leotard, white_background, wrist_cuffs, alternate_costume, simple_background, black_bowtie, black_leotard, black_thighhighs, cleavage, cowboy_shot, large_breasts, ass, hikimayu, medium_breasts |
| 6 | 6 |  |  |  |  |  | 1girl, alternate_costume, hikimayu, solo, white_shirt, cowboy_shot, gym_shirt, gym_uniform, looking_at_viewer, name_tag, dated, medium_breasts, open_mouth, red_buruma, short_sleeves, simple_background, white_background |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | folded_fan | hikimayu | looking_at_viewer | sailor_dress | solo | black_gloves | black_thighhighs | smile | simple_background | white_background | character_name | zettai_ryouiki | shide | white_gloves | sleeveless | twitter_username | white_sailor_collar | dated | one-hour_drawing_challenge | white_dress | cowboy_shot | upper_body | sleeveless_dress | holding | alternate_costume | obi | floral_print | print_kimono | wide_sleeves | open_mouth | detached_collar | fake_animal_ears | playboy_bunny | rabbit_ears | rabbit_tail | strapless_leotard | wrist_cuffs | black_bowtie | black_leotard | cleavage | large_breasts | ass | medium_breasts | white_shirt | gym_shirt | gym_uniform | name_tag | red_buruma | short_sleeves |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------------|:-----------|:--------------------|:---------------|:-------|:---------------|:-------------------|:--------|:--------------------|:-------------------|:-----------------|:-----------------|:--------|:---------------|:-------------|:-------------------|:----------------------|:--------|:-----------------------------|:--------------|:--------------|:-------------|:-------------------|:----------|:--------------------|:------|:---------------|:---------------|:---------------|:-------------|:------------------|:-------------------|:----------------|:--------------|:--------------|:--------------------|:--------------|:---------------|:----------------|:-----------|:----------------|:------|:-----------------|:--------------|:------------|:--------------|:-----------|:-------------|:----------------|
| 0 | 14 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 9 |  |  |  |  |  | X | X | X | X | X | X | | | X | | | | | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 7 |  |  |  |  |  | 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 | | | X | | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 9 |  |  |  |  |  | X | | X | X | | X | | | X | | | | | X | | | X | | | | | | | | | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | |
| 5 | 7 |  |  |  |  |  | X | | X | X | | X | | X | | X | X | | | X | | | | | | | | X | | | | X | | | | | | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | |
| 6 | 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 hatsuharu/初春/初春 (Kantai Collection)
• 描述: 包含365张图片及其标签的数据集。
• 核心标签: purple_hair, long_hair, ponytail, purple_eyes, very_long_hair, short_eyebrows, ribbon, hair_ribbon
• 来源: 从多个网站（如danbooru, pixiv, zerochan等）爬取。
• 许可: MIT
• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 大小类别: n<1K

数据集包列表

名称	图片数量	大小	类型	描述
raw	365	333.79 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	365	239.69 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	796	476.52 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	365	314.65 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	796	591.39 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。

数据集加载

• 加载工具: waifuc
• 示例代码: 提供Python代码示例，展示如何使用waifuc加载原始数据集。

标签聚类结果

• 描述: 列出标签聚类结果，可能有助于挖掘某些服装。
• 格式: 提供原始文本版本和表格版本。
• 示例: 每个聚类包含样本数量、图片示例和相关标签。