CyberHarem/tosa_azurlane

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

# Dataset of tosa/土佐/土佐 (Azur Lane)

This is the dataset of tosa/土佐/土佐 (Azur Lane), containing 172 images and their tags.

The core tags of this character are `breasts, long_hair, animal_ears, large_breasts, mask_on_head, grey_hair, tail, sunglasses, fox_tail, eyewear_on_head, aviator_sunglasses, fox_ears, bangs, hair_between_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 | 172 | 305.16 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tosa_azurlane/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 172 | 149.37 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tosa_azurlane/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 455 | 344.92 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tosa_azurlane/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 172 | 256.96 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tosa_azurlane/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 455 | 511.18 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tosa_azurlane/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/tosa_azurlane',
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 | 17 |  |  |  |  |  | 1girl, black_choker, fox_mask, looking_at_viewer, solo, two-tone_bikini, criss-cross_halter, day, highleg_bikini, navel, blue_sky, cloud, fluffy, outdoors, sitting, thigh_strap, cleavage, thighs, bare_shoulders, blush, braid, jewelry, ocean, very_long_hair |
| 1 | 22 |  |  |  |  |  | 1girl, black_choker, fox_mask, looking_at_viewer, solo, two-tone_bikini, highleg_bikini, criss-cross_halter, navel, fluffy, cleavage, white_background, simple_background, thigh_strap, blush |
| 2 | 7 |  |  |  |  |  | 1girl, blue_skirt, fox_mask, holding_sword, katana, solo, thigh_strap, wide_sleeves, bare_shoulders, black_gloves, detached_sleeves, looking_at_viewer, sideboob, antenna_hair, side_slit, standing, black_choker, sakuramon, sheath, sidelocks, simple_background, white_background, black_cape, closed_mouth, cowboy_shot, full_body, hakama, long_skirt, pleated_skirt, white_kimono |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | black_choker | fox_mask | looking_at_viewer | solo | two-tone_bikini | criss-cross_halter | day | highleg_bikini | navel | blue_sky | cloud | fluffy | outdoors | sitting | thigh_strap | cleavage | thighs | bare_shoulders | blush | braid | jewelry | ocean | very_long_hair | white_background | simple_background | blue_skirt | holding_sword | katana | wide_sleeves | black_gloves | detached_sleeves | sideboob | antenna_hair | side_slit | standing | sakuramon | sheath | sidelocks | black_cape | closed_mouth | cowboy_shot | full_body | hakama | long_skirt | pleated_skirt | white_kimono |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:-----------|:--------------------|:-------|:------------------|:---------------------|:------|:-----------------|:--------|:-----------|:--------|:---------|:-----------|:----------|:--------------|:-----------|:---------|:-----------------|:--------|:--------|:----------|:--------|:-----------------|:-------------------|:--------------------|:-------------|:----------------|:---------|:---------------|:---------------|:-------------------|:-----------|:---------------|:------------|:-----------|:------------|:---------|:------------|:-------------|:---------------|:--------------|:------------|:---------|:-------------|:----------------|:---------------|
| 0 | 17 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 22 |  |  |  |  |  | X | X | X | X | X | 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 | X | X | X | X | X | X | X | X | X | X | X | X | X |

原始信息汇总

数据集概述

数据集名称

• 名称: tosa/土佐/土佐 (Azur Lane)
• 包含内容: 172张图像及其标签

数据集特征

• 核心标签: 包括breasts, long_hair, animal_ears, large_breasts, mask_on_head, grey_hair, tail, sunglasses, fox_tail, eyewear_on_head, aviator_sunglasses, fox_ears, bangs, hair_between_eyes等

数据集版本与下载

版本列表

名称	图像数量	大小	下载链接	类型	描述
raw	172	305.16 MiB	下载	Waifuc-Raw	包含元信息的原始数据（最小边对齐至1400像素，如果更大）
800	172	149.37 MiB	下载	IMG+TXT	短边不超过800像素的图像数据
stage3-p480-800	455	344.92 MiB	下载	IMG+TXT	三阶段裁剪数据，区域不小于480x480像素
1200	172	256.96 MiB	下载	IMG+TXT	短边不超过1200像素的图像数据
stage3-p480-1200	455	511.18 MiB	下载	IMG+TXT	三阶段裁剪数据，区域不小于480x480像素

数据集加载

• 加载工具: waifuc
• 加载示例: 提供了一个Python代码示例，用于下载并加载原始数据集

数据集标签聚类

聚类列表

#	样本数	图像示例	标签
0	17	至	1girl, black_choker, fox_mask, looking_at_viewer, solo, two-tone_bikini, criss-cross_halter, day, highleg_bikini, navel, blue_sky, cloud, fluffy, outdoors, sitting, thigh_strap, cleavage, thighs, bare_shoulders, blush, braid, jewelry, ocean, very_long_hair
1	22	至	1girl, black_choker, fox_mask, looking_at_viewer, solo, two-tone_bikini, highleg_bikini, criss-cross_halter, navel, fluffy, cleavage, white_background, simple_background, thigh_strap, blush
2	7	至	1girl, blue_skirt, fox_mask, holding_sword, katana, solo, thigh_strap, wide_sleeves, bare_shoulders, black_gloves, detached_sleeves, looking_at_viewer, sideboob, antenna_hair, side_slit, standing, black_choker, sakuramon, sheath, sidelocks, simple_background, white_background, black_cape, closed_mouth, cowboy_shot, full_body, hakama, long_skirt, pleated_skirt, white_kimono

此数据集适用于文本到图像的任务，标签详细，适合进行图像识别和分类的研究。