CyberHarem/i_400_kantaicollection

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

# Dataset of i_400 (Kantai Collection)

This is the dataset of i_400 (Kantai Collection), containing 130 images and their tags.

The core tags of this character are `long_hair, black_hair, headgear, bangs, black_eyes, purple_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 | 130 | 102.83 MiB | [Download](https://huggingface.co/datasets/CyberHarem/i_400_kantaicollection/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 130 | 66.49 MiB | [Download](https://huggingface.co/datasets/CyberHarem/i_400_kantaicollection/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 279 | 137.25 MiB | [Download](https://huggingface.co/datasets/CyberHarem/i_400_kantaicollection/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 130 | 94.51 MiB | [Download](https://huggingface.co/datasets/CyberHarem/i_400_kantaicollection/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 279 | 181.09 MiB | [Download](https://huggingface.co/datasets/CyberHarem/i_400_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/i_400_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 | 11 |  |  |  |  |  | 1girl, blue_one-piece_swimsuit, orange_sailor_collar, sailor_shirt, school_swimsuit, sleeveless_shirt, solo, swimsuit_under_clothes, white_shirt, bare_arms, looking_at_viewer, open_mouth, smile, white_background, black_one-piece_swimsuit, simple_background, cowboy_shot, standing, tanlines, teeth |
| 1 | 6 |  |  |  |  |  | 1girl, detached_collar, fake_animal_ears, playboy_bunny, rabbit_ears, solo, strapless_leotard, wrist_cuffs, black_leotard, looking_at_viewer, one-piece_tan, open_mouth, alternate_costume, blush, cowboy_shot, rabbit_tail, simple_background, smile, white_background, bare_legs, blue_leotard, bowtie, dated, small_breasts |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | blue_one-piece_swimsuit | orange_sailor_collar | sailor_shirt | school_swimsuit | sleeveless_shirt | solo | swimsuit_under_clothes | white_shirt | bare_arms | looking_at_viewer | open_mouth | smile | white_background | black_one-piece_swimsuit | simple_background | cowboy_shot | standing | tanlines | teeth | detached_collar | fake_animal_ears | playboy_bunny | rabbit_ears | strapless_leotard | wrist_cuffs | black_leotard | one-piece_tan | alternate_costume | blush | rabbit_tail | bare_legs | blue_leotard | bowtie | dated | small_breasts |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------------|:-----------------------|:---------------|:------------------|:-------------------|:-------|:-------------------------|:--------------|:------------|:--------------------|:-------------|:--------|:-------------------|:---------------------------|:--------------------|:--------------|:-----------|:-----------|:--------|:------------------|:-------------------|:----------------|:--------------|:--------------------|:--------------|:----------------|:----------------|:--------------------|:--------|:--------------|:------------|:---------------|:---------|:--------|:----------------|
| 0 | 11 |  |  |  |  |  | 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 | X | X |

原始信息汇总

数据集概述

基本信息

• 数据集名称: Dataset of i_400 (Kantai Collection)
• 许可证: MIT
• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 数据量: n<1K

数据集内容

• 图像数量: 130张
• 核心标签: long_hair, black_hair, headgear, bangs, black_eyes, purple_eyes
• 图像来源: 从多个网站爬取，如danbooru, pixiv, zerochan等

数据包列表

名称	图像数量	大小	类型	描述
raw	130	102.83 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	130	66.49 MiB	IMG+TXT	短边不超过800像素的数据集
stage3-p480-800	279	137.25 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素
1200	130	94.51 MiB	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	279	181.09 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素

数据加载

• 加载工具: waifuc
• 加载代码: 提供了Python代码示例，用于下载和加载原始数据集

标签聚类结果

• 聚类列表: 包含两个版本的标签聚类结果，一个是原始文本版本，另一个是表格版本
• 示例: 提供了两个聚类示例，每个示例包含多个图像和相关标签