CyberHarem/melantha_arknights

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

# Dataset of melantha/メランサ/玫兰莎 (Arknights)

This is the dataset of melantha/メランサ/玫兰莎 (Arknights), containing 212 images and their tags.

The core tags of this character are `animal_ears, long_hair, cat_ears, animal_ear_fluff, purple_hair, hair_between_eyes, purple_eyes, tail, very_long_hair, cat_tail, cat_girl`, 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 | 212 | 325.45 MiB | [Download](https://huggingface.co/datasets/CyberHarem/melantha_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 1200 | 212 | 278.87 MiB | [Download](https://huggingface.co/datasets/CyberHarem/melantha_arknights/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 532 | 549.44 MiB | [Download](https://huggingface.co/datasets/CyberHarem/melantha_arknights/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/melantha_arknights',
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 | 6 |  |  |  |  |  | 1girl, black_dress, black_gloves, black_thighhighs, elbow_gloves, holding_sword, solo, katana, looking_at_viewer, sheath, sleeveless, black_hair, fingerless_gloves, bare_shoulders, black_footwear, breasts, full_body, standing |
| 1 | 7 |  |  |  |  |  | 1girl, bare_shoulders, black_gloves, black_thighhighs, purple_dress, solo, holding_sword, looking_at_viewer, black_footwear, choker, closed_mouth, fingerless_gloves, full_body, sheath, boots, simple_background, standing, sleeveless_dress, thigh_strap |
| 2 | 6 |  |  |  |  |  | 1girl, bare_shoulders, collarbone, simple_background, solo, upper_body, white_background, brown_hair, criss-cross_halter, blush, closed_mouth, dress, oripathy_lesion_(arknights), closed_eyes, red_eyes, sleeveless_jacket |
| 3 | 13 |  |  |  |  |  | 1girl, black_headwear, black_jacket, ears_through_headwear, hat, long_sleeves, official_alternate_costume, solo, white_shirt, black_bowtie, black_gloves, collared_shirt, looking_at_viewer, holding, open_jacket, upper_body, brown_hair, half_gloves, parted_lips, necklace, red_eyes, vest, capelet |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | black_dress | black_gloves | black_thighhighs | elbow_gloves | holding_sword | solo | katana | looking_at_viewer | sheath | sleeveless | black_hair | fingerless_gloves | bare_shoulders | black_footwear | breasts | full_body | standing | purple_dress | choker | closed_mouth | boots | simple_background | sleeveless_dress | thigh_strap | collarbone | upper_body | white_background | brown_hair | criss-cross_halter | blush | dress | oripathy_lesion_(arknights) | closed_eyes | red_eyes | sleeveless_jacket | black_headwear | black_jacket | ears_through_headwear | hat | long_sleeves | official_alternate_costume | white_shirt | black_bowtie | collared_shirt | holding | open_jacket | half_gloves | parted_lips | necklace | vest | capelet |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------|:---------------|:-------------------|:---------------|:----------------|:-------|:---------|:--------------------|:---------|:-------------|:-------------|:--------------------|:-----------------|:-----------------|:----------|:------------|:-----------|:---------------|:---------|:---------------|:--------|:--------------------|:-------------------|:--------------|:-------------|:-------------|:-------------------|:-------------|:---------------------|:--------|:--------|:------------------------------|:--------------|:-----------|:--------------------|:-----------------|:---------------|:------------------------|:------|:---------------|:-----------------------------|:--------------|:---------------|:-----------------|:----------|:--------------|:--------------|:--------------|:-----------|:-------|:----------|
| 0 | 6 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 7 |  |  |  |  |  | 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 | | | | | | | | | | | | | | | | |
| 3 | 13 |  |  |  |  |  | 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: 数据集 of melantha/メランサ/玫兰莎 (Arknights)

数据集内容

• 内容: 包含212张图像及其标签。
• 核心标签: animal_ears, long_hair, cat_ears, animal_ear_fluff, purple_hair, hair_between_eyes, purple_eyes, tail, very_long_hair, cat_tail, cat_girl

数据集来源

• 来源: 图像从多个网站（如danbooru, pixiv, zerochan等）爬取。
• 爬取系统: 由DeepGHS Team提供技术支持。

数据集版本与下载

名称	图像数量	大小	下载链接	类型	描述
raw	212	325.45 MiB	下载	Waifuc-Raw	包含元信息的原始数据（最小边对齐至1400像素）
1200	212	278.87 MiB	下载	IMG+TXT	短边不超过1200像素的图像数据
stage3-p480-1200	532	549.44 MiB	下载	IMG+TXT	三阶段裁剪数据，区域不小于480x480像素

数据集使用

• 加载工具: 支持使用waifuc加载原始数据集。
• 加载示例: 提供Python代码示例，用于下载和解压数据集，并通过waifuc加载。

数据集标签聚类

• 聚类列表: 提供标签聚类结果，有助于进一步的数据挖掘。
• 聚类示例: 展示不同聚类中的样本图像及其标签。