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---
license: mit
task_categories:
- text-to-image
tags:
- art
- not-for-all-audiences
size_categories:
- n<1K
---
# Dataset of nightingale/ナイチンゲール/夜莺 (Arknights)
This is the dataset of nightingale/ナイチンゲール/夜莺 (Arknights), containing 321 images and their tags.
The core tags of this character are `long_hair, horns, blonde_hair, blue_eyes, very_long_hair, hat, white_headwear, blunt_bangs`, 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 | 321 | 599.92 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nightingale_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 1200 | 321 | 499.90 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nightingale_arknights/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 765 | 928.01 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nightingale_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/nightingale_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 | 15 |  |  |  |  |  | 1girl, bare_shoulders, long_sleeves, solo, white_dress, holding_staff, horns_through_headwear, looking_at_viewer, simple_background, parted_lips, sleeveless, sweater, upper_body, white_background, birdcage, turtleneck |
| 1 | 6 |  |  |  |  |  | 1girl, holding_staff, long_sleeves, looking_at_viewer, solo, white_dress, bare_shoulders, closed_mouth, cowboy_shot, horns_through_headwear, off_shoulder |
| 2 | 9 |  |  |  |  |  | 1girl, bare_shoulders, long_sleeves, solo, white_dress, holding_staff, white_footwear, looking_at_viewer, sitting, birdcage, full_body, knee_boots, black_ribbon |
| 3 | 5 |  |  |  |  |  | 1girl, horns_through_headwear, long_sleeves, sitting, solo, white_dress, bare_shoulders, birdcage, looking_at_viewer, parted_lips, demon_horns, off_shoulder, sweater |
| 4 | 6 |  |  |  |  |  | 1girl, black_dress, bonnet, long_sleeves, looking_at_viewer, official_alternate_costume, solo, black_headwear, frills, holding_staff, parted_lips, wide_sleeves |
### Table Version
| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | bare_shoulders | long_sleeves | solo | white_dress | holding_staff | horns_through_headwear | looking_at_viewer | simple_background | parted_lips | sleeveless | sweater | upper_body | white_background | birdcage | turtleneck | closed_mouth | cowboy_shot | off_shoulder | white_footwear | sitting | full_body | knee_boots | black_ribbon | demon_horns | black_dress | bonnet | official_alternate_costume | black_headwear | frills | wide_sleeves |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:---------------|:-------|:--------------|:----------------|:-------------------------|:--------------------|:--------------------|:--------------|:-------------|:----------|:-------------|:-------------------|:-----------|:-------------|:---------------|:--------------|:---------------|:-----------------|:----------|:------------|:-------------|:---------------|:--------------|:--------------|:---------|:-----------------------------|:-----------------|:---------|:---------------|
| 0 | 15 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | |
| 1 | 6 |  |  |  |  |  | X | X | X | X | X | X | X | X | | | | | | | | | X | X | X | | | | | | | | | | | | |
| 2 | 9 |  |  |  |  |  | X | X | X | X | X | X | | X | | | | | | | X | | | | | X | X | X | X | X | | | | | | | |
| 3 | 5 |  |  |  |  |  | X | X | X | X | X | | X | X | | X | | X | | | X | | | | X | | X | | | | X | | | | | | |
| 4 | 6 |  |  |  |  |  | X | | X | X | | X | | X | | X | | | | | | | | | | | | | | | | X | X | X | X | X | X |
|