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---
license: mit
task_categories:
- text-to-image
tags:
- art
- not-for-all-audiences
size_categories:
- n<1K
---
# Dataset of Nasti Lunorey/ナスティ・ルノレイ/娜斯提·鲁诺瑞伊 (Arknights)
This is the dataset of Nasti Lunorey/ナスティ・ルノレイ/娜斯提·鲁诺瑞伊 (Arknights), containing 25 images and their tags.
The core tags of this character are `grey_hair, long_hair, pointy_ears, very_long_hair, breasts, yellow_eyes, earrings, horns, medium_breasts, hair_over_one_eye`, 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 | Images-others | Images-head |
|:-----------------|---------:|:----------|:-------------------------------------------------------------------------------------------------------------------------|:-----------|:---------------------------------------------------------------------|:----------------|:--------------|
| raw | 25 | 15.74 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nasti_lunorey_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | -- | -- |
| stage3-p180-1200 | 65 | 35.90 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nasti_lunorey_arknights/resolve/main/dataset-stage3-p180-1200.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 180x180 pixels. | 46 | 19 |
### 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/nasti_lunorey_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 | 5 |  |  |  |  |  | 1girl, belt, black_gloves, cowboy_shot, fingerless_gloves, hand_in_pocket, holding, id_card, jewelry, long_sleeves, looking_at_viewer, official_alternate_costume, solo, white_shirt, brown_jacket, grey_pants, closed_mouth, open_coat, brown_coat, dutch_angle |
| 1 | 5 |  |  |  |  |  | 1girl, belt, black_gloves, closed_mouth, cowboy_shot, fingerless_gloves, hand_in_pocket, holding, id_card, long_sleeves, looking_at_viewer, open_coat, outdoors, solo, white_shirt, grey_pants, blue_sky, official_alternate_costume, cloud, day, dutch_angle, hand_up, standing |
### Table Version
| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | belt | black_gloves | cowboy_shot | fingerless_gloves | hand_in_pocket | holding | id_card | jewelry | long_sleeves | looking_at_viewer | official_alternate_costume | solo | white_shirt | brown_jacket | grey_pants | closed_mouth | open_coat | brown_coat | dutch_angle | outdoors | blue_sky | cloud | day | hand_up | standing |
|----:|----------:|:----------------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------------|:--------|:-------|:---------------|:--------------|:--------------------|:-----------------|:----------|:----------|:----------|:---------------|:--------------------|:-----------------------------|:-------|:--------------|:---------------|:-------------|:---------------|:------------|:-------------|:--------------|:-----------|:-----------|:--------|:------|:----------|:-----------|
| 0 | 5 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | |
| 1 | 5 |  |  |  |  |  | X | X | X | X | X | X | X | X | | X | X | X | X | X | | X | X | X | | X | X | X | X | X | X | X |
|