CyberHarem/kai_pokemon
收藏Hugging Face2024-01-16 更新2024-03-04 收录
下载链接：
https://hf-mirror.com/datasets/CyberHarem/kai_pokemon
下载链接
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资源简介：
---
license: mit
task_categories:
- text-to-image
tags:
- art
- not-for-all-audiences
size_categories:
- n<1K
---
# Dataset of kai/カイ (Pokémon)
This is the dataset of kai/カイ (Pokémon), containing 500 images and their tags.
The core tags of this character are `blonde_hair, hairband, blue_eyes, short_hair, red_hairband, bangs, hair_between_eyes, eyelashes, breasts`, 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 | 500 | 645.36 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kai_pokemon/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 500 | 346.82 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kai_pokemon/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 1216 | 749.80 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kai_pokemon/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 500 | 558.23 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kai_pokemon/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 1216 | 1.07 GiB | [Download](https://huggingface.co/datasets/CyberHarem/kai_pokemon/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/kai_pokemon',
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 | 8 |  |  |  |  |  | 1girl, bracelet, closed_mouth, neck_ring, red_shirt, sash, solo, strapless_shirt, white_background, white_shorts, looking_at_viewer, waist_cape, medium_hair, hand_up, collarbone, simple_background |
| 1 | 8 |  |  |  |  |  | 1girl, anklet, bracelet, collar, full_body, knees, neck_ring, red_footwear, red_shirt, sash, shoes, solo, strapless_shirt, waist_cape, white_shorts, closed_mouth, standing, looking_at_viewer, medium_hair, simple_background, white_background |
| 2 | 6 |  |  |  |  |  | 1girl, blush, bracelet, collarbone, neck_ring, red_shirt, sash, solo, strapless_shirt, waist_cape, white_shorts, cleavage, looking_at_viewer, medium_hair, closed_mouth, knees, simple_background |
| 3 | 8 |  |  |  |  |  | 1girl, blush, bracelet, neck_ring, open_mouth, sash, strapless_shirt, waist_cape, white_shorts, red_shirt, solo, sweat, collarbone, looking_at_viewer, simple_background, white_background, arm_wrap, hot, hand_up |
| 4 | 24 |  |  |  |  |  | 1girl, neck_ring, strapless_shirt, upper_body, red_shirt, solo, collarbone, closed_mouth, looking_at_viewer, white_background, simple_background, bracelet, sash |
### Table Version
| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | bracelet | closed_mouth | neck_ring | red_shirt | sash | solo | strapless_shirt | white_background | white_shorts | looking_at_viewer | waist_cape | medium_hair | hand_up | collarbone | simple_background | anklet | collar | full_body | knees | red_footwear | shoes | standing | blush | cleavage | open_mouth | sweat | arm_wrap | hot | upper_body |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------|:---------------|:------------|:------------|:-------|:-------|:------------------|:-------------------|:---------------|:--------------------|:-------------|:--------------|:----------|:-------------|:--------------------|:---------|:---------|:------------|:--------|:---------------|:--------|:-----------|:--------|:-----------|:-------------|:--------|:-----------|:------|:-------------|
| 0 | 8 |  |  |  |  |  | X | X | X | X | X | X | 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 | X | X | X | X | X | | | | | | | |
| 2 | 6 |  |  |  |  |  | X | X | X | X | X | 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 | | X | X | X | | | | | | | | X | | X | X | X | X | |
| 4 | 24 |  |  |  |  |  | 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
数据集信息
- 名称: Dataset of kai/カイ (Pokémon)
- 描述: 包含500张图片及其标签的数据集。
- 核心标签:
blonde_hair, hairband, blue_eyes, short_hair, red_hairband, bangs, hair_between_eyes, eyelashes, breasts - 来源: 从多个网站（如danbooru, pixiv, zerochan等）爬取。
- 许可证: 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 | 下载链接 | 类型 | 描述 |
|---|---|---|---|---|---|
| raw | 500 | 645.36 MiB | Download | 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 | 500 | 346.82 MiB | Download | IMG+TXT | 短边不超过800像素的数据集。 |
| stage3-p480-800 | 1216 | 749.80 MiB | Download | IMG+TXT | 3阶段裁剪数据集，区域不小于480x480像素。 |
| 1200 | 500 | 558.23 MiB | Download | IMG+TXT | 短边不超过1200像素的数据集。 |
| stage3-p480-1200 | 1216 | 1.07 GiB | Download | IMG+TXT | 3阶段裁剪数据集，区域不小于480x480像素。 |
数据集加载
使用Waifuc加载原始数据集
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/kai_pokemon, 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 | 图片1 | 图片2 | 图片3 | 图片4 | 图片5 | 标签 |
|---|---|---|---|---|---|---|---|
| 0 | 8 |  |
 |
 |
 |
 |
1girl, bracelet, closed_mouth, neck_ring, red_shirt, sash, solo, strapless_shirt, white_background, white_shorts, looking_at_viewer, waist_cape, medium_hair, hand_up, collarbone, simple_background |
| 1 | 8 |  |
 |
 |
 |
 |
1girl, anklet, bracelet, collar, full_body, knees, neck_ring, red_footwear, red_shirt, sash, shoes, solo, strapless_shirt, waist_cape, white_shorts, closed_mouth, standing, looking_at_viewer, medium_hair, simple_background, white_background |
| 2 | 6 |  |
 |
 |
 |
 |
1girl, blush, bracelet, collarbone, neck_ring, red_shirt, sash, solo, strapless_shirt, waist_cape, white_shorts, cleavage, looking_at_viewer, medium_hair, closed_mouth, knees, simple_background |
| 3 | 8 |  |
 |
 |
 |
 |
1girl, blush, bracelet, neck_ring, open_mouth, sash, strapless_shirt, waist_cape, white_shorts, red_shirt, solo, sweat, collarbone, looking_at_viewer, simple_background, white_background, arm_wrap, hot, hand_up |
| 4 | 24 |  |
 |
 |
 |
 |
1girl, neck_ring, strapless_shirt, upper_body, red_shirt, solo, collarbone, closed_mouth, looking_at_viewer, white_background, simple_background, bracelet, sash |
表格版本
| # | 样本数量 | 图片1 | 图片2 | 图片3 | 图片4 | 图片5 | 1girl | bracelet | closed_mouth | neck_ring | red_shirt | sash | solo | strapless_shirt | white_background | white_shorts | looking_at_viewer | waist_cape | medium_hair | hand_up | collarbone | simple_background | anklet | collar | full_body | knees | red_footwear | shoes | standing | blush | cleavage | open_mouth | sweat | arm_wrap | hot | upper_body |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 8 | |
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X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | ||||||||||||||
| 1 | 8 | |
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X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | ||||||||||
| 2 | 6 | |
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X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | |||||||||||||
| 3 | 8 | |
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X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | |||||||||||
| 4 | 24 | |
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X | X | X | X | X | X | X | X | X | X | X | X | X |
