CyberHarem/yelena_neuralcloud

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

# Dataset of yelena/イェレナ/叶莲娜 (Neural Cloud)

This is the dataset of yelena/イェレナ/叶莲娜 (Neural Cloud), containing 23 images and their tags.

The core tags of this character are `breasts, short_hair, red_eyes, white_hair, large_breasts, bangs, earrings, 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 | 23 | 25.87 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yelena_neuralcloud/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 23 | 15.37 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yelena_neuralcloud/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 50 | 29.04 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yelena_neuralcloud/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 23 | 22.79 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yelena_neuralcloud/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 50 | 38.52 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yelena_neuralcloud/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/yelena_neuralcloud',
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 | 9 |  |  |  |  |  | 1girl, looking_at_viewer, ribbed_sweater, solo, bare_shoulders, smile, turtleneck, off_shoulder, simple_background, sleeveless, boots, gun, star_(symbol), sweater_dress, white_background, black_thighhighs, fur-trimmed_jacket, garter_straps, holding, necklace, white_thighhighs |
| 1 | 11 |  |  |  |  |  | 1girl, bare_shoulders, looking_at_viewer, solo, jewelry, smile, white_dress, white_thighhighs, choker, closed_mouth, collarbone, medium_breasts, official_alternate_costume, full_body, garter_straps, high_heels, white_background, blush, cleavage_cutout, elbow_gloves, holding_gun, shotgun, simple_background, wedding_dress, white_gloves, blue_dress, flower, layered_dress, long_sleeves, o-ring, off-shoulder_dress, strapless_dress |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | looking_at_viewer | ribbed_sweater | solo | bare_shoulders | smile | turtleneck | off_shoulder | simple_background | sleeveless | boots | gun | star_(symbol) | sweater_dress | white_background | black_thighhighs | fur-trimmed_jacket | garter_straps | holding | necklace | white_thighhighs | jewelry | white_dress | choker | closed_mouth | collarbone | medium_breasts | official_alternate_costume | full_body | high_heels | blush | cleavage_cutout | elbow_gloves | holding_gun | shotgun | wedding_dress | white_gloves | blue_dress | flower | layered_dress | long_sleeves | o-ring | off-shoulder_dress | strapless_dress |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-----------------|:-------|:-----------------|:--------|:-------------|:---------------|:--------------------|:-------------|:--------|:------|:----------------|:----------------|:-------------------|:-------------------|:---------------------|:----------------|:----------|:-----------|:-------------------|:----------|:--------------|:---------|:---------------|:-------------|:-----------------|:-----------------------------|:------------|:-------------|:--------|:------------------|:---------------|:--------------|:----------|:----------------|:---------------|:-------------|:---------|:----------------|:---------------|:---------|:---------------------|:------------------|
| 0 | 9 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 11 |  |  |  |  |  | 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 | X | X |

原始信息汇总

数据集概述

数据集基本信息

• 许可证: MIT
• 任务类别: 文本到图像
• 标签: 艺术, 非所有观众适用
• 大小类别: n<1K

数据集内容

• 名称: yelena/イェレナ/叶莲娜 (Neural Cloud)
• 包含内容: 23张图片及其标签
• 核心标签: breasts, short_hair, red_eyes, white_hair, large_breasts, bangs, earrings, hair_between_eyes

数据集包列表

名称	图片数量	大小	类型	描述
raw	23	25.87 MiB	Waifuc-Raw	包含元信息的原始数据（如果较大，最小边对齐到1400）
800	23	15.37 MiB	IMG+TXT	短边不超过800像素的数据集
stage3-p480-800	50	29.04 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素
1200	23	22.79 MiB	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	50	38.52 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	图片示例1	图片示例2	图片示例3	图片示例4	图片示例5	标签
0	9						1girl, looking_at_viewer, ribbed_sweater, solo, bare_shoulders, smile, turtleneck, off_shoulder, simple_background, sleeveless, boots, gun, star_(symbol), sweater_dress, white_background, black_thighhighs, fur-trimmed_jacket, garter_straps, holding, necklace, white_thighhighs
1	11						1girl, bare_shoulders, looking_at_viewer, solo, jewelry, smile, white_dress, white_thighhighs, choker, closed_mouth, collarbone, medium_breasts, official_alternate_costume, full_body, garter_straps, high_heels, white_background, blush, cleavage_cutout, elbow_gloves, holding_gun, shotgun, simple_background, wedding_dress, white_gloves, blue_dress, flower, layered_dress, long_sleeves, o-ring, off-shoulder_dress, strapless_dress

表格版本

#	样本数量	图片示例1	图片示例2	图片示例3	图片示例4	图片示例5	1girl	looking_at_viewer	ribbed_sweater	solo	bare_shoulders	smile	turtleneck	off_shoulder	simple_background	sleeveless	boots	gun	star_(symbol)	sweater_dress	white_background	black_thighhighs	fur-trimmed_jacket	garter_straps	holding	necklace	white_thighhighs	jewelry	white_dress	choker	closed_mouth	collarbone	medium_breasts	official_alternate_costume	full_body	high_heels	blush	cleavage_cutout	elbow_gloves	holding_gun	shotgun	wedding_dress	white_gloves	blue_dress	flower	layered_dress	long_sleeves	o-ring	off-shoulder_dress	strapless_dress
0	9						X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X