CyberHarem/re_class_kantaicollection
收藏Hugging Face2024-01-16 更新2024-03-04 收录
下载链接:
https://hf-mirror.com/datasets/CyberHarem/re_class_kantaicollection
下载链接
链接失效反馈官方服务:
资源简介:
---
license: mit
task_categories:
- text-to-image
tags:
- art
- not-for-all-audiences
size_categories:
- n<1K
---
# Dataset of re_class/レ級 (Kantai Collection)
This is the dataset of re_class/レ級 (Kantai Collection), containing 147 images and their tags.
The core tags of this character are `short_hair, white_hair, pale_skin, purple_eyes, glowing_eyes, breasts, tail`, 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 | 147 | 143.66 MiB | [Download](https://huggingface.co/datasets/CyberHarem/re_class_kantaicollection/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 147 | 100.94 MiB | [Download](https://huggingface.co/datasets/CyberHarem/re_class_kantaicollection/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 283 | 181.41 MiB | [Download](https://huggingface.co/datasets/CyberHarem/re_class_kantaicollection/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 147 | 136.01 MiB | [Download](https://huggingface.co/datasets/CyberHarem/re_class_kantaicollection/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 283 | 231.27 MiB | [Download](https://huggingface.co/datasets/CyberHarem/re_class_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/re_class_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 | 22 |  |  |  |  |  | 1girl, abyssal_ship, hood, scarf, solo, glowing, grin, jacket, looking_at_viewer, bag |
| 1 | 8 |  |  |  |  |  | 1girl, abyssal_ship, grin, jacket, looking_at_viewer, scarf, solo, bikini_top_only, glowing, hoodie, medium_breasts, teeth, black_bikini, navel, o-ring_top, salute |
### Table Version
| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | abyssal_ship | hood | scarf | solo | glowing | grin | jacket | looking_at_viewer | bag | bikini_top_only | hoodie | medium_breasts | teeth | black_bikini | navel | o-ring_top | salute |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:-------|:--------|:-------|:----------|:-------|:---------|:--------------------|:------|:------------------|:---------|:-----------------|:--------|:---------------|:--------|:-------------|:---------|
| 0 | 22 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | | | | | | | | |
| 1 | 8 |  |  |  |  |  | X | X | | X | X | X | X | X | X | | X | X | X | X | X | X | X | X |
提供机构:
CyberHarem
原始信息汇总
数据集概述
基本信息
- 名称: re_class/レ級 (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: 147张
- 核心标签: short_hair, white_hair, pale_skin, purple_eyes, glowing_eyes, breasts, tail
数据包列表
| 名称 | 图像数量 | 大小 | 类型 | 描述 |
|---|---|---|---|---|
| raw | 147 | 143.66 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 | 147 | 100.94 MiB | IMG+TXT | 短边不超过800像素的数据集。 |
| stage3-p480-800 | 283 | 181.41 MiB | IMG+TXT | 3阶段裁剪数据集,区域不小于480x480像素。 |
| 1200 | 147 | 136.01 MiB | IMG+TXT | 短边不超过1200像素的数据集。 |
| stage3-p480-1200 | 283 | 231.27 MiB | 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1 | 图像2 | 图像3 | 图像4 | 图像5 | 标签 |
|---|---|---|---|---|---|---|---|
| 0 | 22 | ![]() |
![]() |
![]() |
![]() |
![]() |
1girl, abyssal_ship, hood, scarf, solo, glowing, grin, jacket, looking_at_viewer, bag |
| 1 | 8 | ![]() |
![]() |
![]() |
![]() |
![]() |
1girl, abyssal_ship, grin, jacket, looking_at_viewer, scarf, solo, bikini_top_only, glowing, hoodie, medium_breasts, teeth, black_bikini, navel, o-ring_top, salute |
表格版本
| # | 样本数量 | 图像1 | 图像2 | 图像3 | 图像4 | 图像5 | 1girl | abyssal_ship | hood | scarf | solo | glowing | grin | jacket | looking_at_viewer | bag | bikini_top_only | hoodie | medium_breasts | teeth | black_bikini | navel | o-ring_top | salute |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 22 | ![]() |
![]() |
![]() |
![]() |
![]() |
X | X | X | X | X | X | X | X | X | X | ||||||||
| 1 | 8 | ![]() |
![]() |
![]() |
![]() |
![]() |
X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X |













