CyberHarem/ithea_sukasuka

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

# Dataset of Ithea Myse Valgulious/アイセア・マイゼ・ヴァルガリス (Shuumatsu Nani Shitemasu Ka? Isogashii Desu Ka?)

This is the dataset of Ithea Myse Valgulious/アイセア・マイゼ・ヴァルガリス (Shuumatsu Nani Shitemasu Ka? Isogashii Desu Ka?), containing 194 images and their tags.

The core tags of this character are `brown_hair, brown_eyes, braid, long_hair, animal_ears, twin_braids, cat_ears`, 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 | 194 | 124.08 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ithea_sukasuka/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 1200 | 194 | 124.02 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ithea_sukasuka/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 349 | 204.87 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ithea_sukasuka/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/ithea_sukasuka',
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 | 7 |  |  |  |  |  | 1girl, holding_sword, solo, skirt, black_thighhighs, looking_at_viewer, shoulder_armor, fingerless_gloves, wings |
| 1 | 5 |  |  |  |  |  | 1girl, closed_mouth, shoulder_armor, smile, solo, upper_body, from_side, profile, single_braid |
| 2 | 7 |  |  |  |  |  | 1girl, open_mouth, orange_hair, scarf, solo, indoors, fang, long_sleeves, upper_body, :d, anime_coloring, closed_eyes |
| 3 | 8 |  |  |  |  |  | 1girl, long_sleeves, open_mouth, solo, hand_on_own_hip, scarf, indoors, looking_at_viewer, skirt, green_thighhighs, standing |
| 4 | 10 |  |  |  |  |  | 1girl, anime_coloring, looking_at_viewer, military_uniform, solo, open_mouth, upper_body |
| 5 | 6 |  |  |  |  |  | 1girl, belt, military_uniform, looking_at_viewer, solo |
| 6 | 6 |  |  |  |  |  | 2girls, military_uniform, anime_coloring, belt, skirt, solo_focus |
| 7 | 5 |  |  |  |  |  | 1girl, anime_coloring, day, outdoors, sky, gakuran, closed_eyes, facing_viewer, upper_body, open_mouth |
| 8 | 8 |  |  |  |  |  | 1girl, collarbone, hot_dog, puffy_short_sleeves, single_braid, solo, white_gloves, witch_hat, eating, hand_on_own_hip, hat_feather, holding_food, skirt, open_mouth, :o, red_headwear, yellow_bow |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | holding_sword | solo | skirt | black_thighhighs | looking_at_viewer | shoulder_armor | fingerless_gloves | wings | closed_mouth | smile | upper_body | from_side | profile | single_braid | open_mouth | orange_hair | scarf | indoors | fang | long_sleeves | :d | anime_coloring | closed_eyes | hand_on_own_hip | green_thighhighs | standing | military_uniform | belt | 2girls | solo_focus | day | outdoors | sky | gakuran | facing_viewer | collarbone | hot_dog | puffy_short_sleeves | white_gloves | witch_hat | eating | hat_feather | holding_food | :o | red_headwear | yellow_bow |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:----------------|:-------|:--------|:-------------------|:--------------------|:-----------------|:--------------------|:--------|:---------------|:--------|:-------------|:------------|:----------|:---------------|:-------------|:--------------|:--------|:----------|:-------|:---------------|:-----|:-----------------|:--------------|:------------------|:-------------------|:-----------|:-------------------|:-------|:---------|:-------------|:------|:-----------|:------|:----------|:----------------|:-------------|:----------|:----------------------|:---------------|:------------|:---------|:--------------|:---------------|:-----|:---------------|:-------------|
| 0 | 7 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 5 |  |  |  |  |  | X | | X | | | | X | | | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 7 |  |  |  |  |  | X | | X | | | | | | | | | X | | | | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 8 |  |  |  |  |  | X | | X | X | | X | | | | | | | | | | X | | X | X | | X | | | | X | X | X | | | | | | | | | | | | | | | | | | | | |
| 4 | 10 |  |  |  |  |  | X | | X | | | X | | | | | | X | | | | X | | | | | | | X | | | | | X | | | | | | | | | | | | | | | | | | | |
| 5 | 6 |  |  |  |  |  | X | | X | | | X | | | | | | | | | | | | | | | | | | | | | | X | X | | | | | | | | | | | | | | | | | | |
| 6 | 6 |  |  |  |  |  | | | | X | | | | | | | | | | | | | | | | | | | X | | | | | X | X | X | X | | | | | | | | | | | | | | | | |
| 7 | 5 |  |  |  |  |  | X | | | | | | | | | | | X | | | | X | | | | | | | X | X | | | | | | | | X | X | X | X | X | | | | | | | | | | | |
| 8 | 8 |  |  |  |  |  | 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: Ithea Myse Valgulious/アイセア・マイゼ・ヴァルガリス (Shuumatsu Nani Shitemasu Ka? Isogashii Desu Ka?)
• 许可证: MIT
• 任务类别: 文本到图像
• 标签: 艺术, 不适合所有观众
• 大小类别: 小于1K
• 图像数量: 194
• 核心标签: brown_hair, brown_eyes, braid, long_hair, animal_ears, twin_braids, cat_ears

数据集包列表

名称	图像数量	大小	类型	描述
raw	194	124.08 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）
1200	194	124.02 MiB	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	349	204.87 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素

加载原始数据集

• 工具: waifuc

• 代码示例: python import os import zipfile from huggingface_hub import hf_hub_download from waifuc.source import LocalSource

  下载原始归档文件

  zip_file = hf_hub_download( repo_id=CyberHarem/ithea_sukasuka, repo_type=dataset, filename=dataset-raw.zip, )

  提取文件到指定目录

  dataset_dir = dataset_dir os.makedirs(dataset_dir, exist_ok=True) with zipfile.ZipFile(zip_file, r) as zf: zf.extractall(dataset_dir)

  使用waifuc加载数据集

  source = LocalSource(dataset_dir) for item in source: print(item.image, item.meta[filename], item.meta[tags])

标签聚类结果

原始文本版本

#	样本数量	图像示例	标签
0	7		1girl, holding_sword, solo, skirt, black_thighhighs, looking_at_viewer, shoulder_armor, fingerless_gloves, wings
1	5		1girl, closed_mouth, shoulder_armor, smile, solo, upper_body, from_side, profile, single_braid
2	7		1girl, open_mouth, orange_hair, scarf, solo, indoors, fang, long_sleeves, upper_body, :d, anime_coloring, closed_eyes
3	8		1girl, long_sleeves, open_mouth, solo, hand_on_own_hip, scarf, indoors, looking_at_viewer, skirt, green_thighhighs, standing
4	10		1girl, anime_coloring, looking_at_viewer, military_uniform, solo, open_mouth, upper_body
5	6		1girl, belt, military_uniform, looking_at_viewer, solo
6	6		2girls, military_uniform, anime_coloring, belt, skirt, solo_focus
7	5		1girl, anime_coloring, day, outdoors, sky, gakuran, closed_eyes, facing_viewer, upper_body, open_mouth
8	8		1girl, collarbone, hot_dog, puffy_short_sleeves, single_braid, solo, white_gloves, witch_hat, eating, hand_on_own_hip, hat_feather, holding_food, skirt, open_mouth, :o, red_headwear, yellow_bow