
# 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, bangs, blonde_hair, horns, blue_eyes, very_long_hair, hat, white_headwear`, 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 | 600.00 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). |
| 800              |      321 | 292.72 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nightingale_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      775 | 619.52 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nightingale_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      321 | 501.23 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 |      775 | 930.78 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 |         5 | ![](samples/0/clu0-sample0.png) | ![](samples/0/clu0-sample1.png) | ![](samples/0/clu0-sample2.png) | ![](samples/0/clu0-sample3.png) | ![](samples/0/clu0-sample4.png) | 1girl, bare_shoulders, solo, white_dress, long_sleeves, parted_lips, simple_background, white_background, bird_on_hand, horns_through_headwear, upper_body, black_ribbon, turtleneck                                                                                                                            |
|   1 |        13 | ![](samples/1/clu1-sample0.png) | ![](samples/1/clu1-sample1.png) | ![](samples/1/clu1-sample2.png) | ![](samples/1/clu1-sample3.png) | ![](samples/1/clu1-sample4.png) | 1girl, holding_staff, long_sleeves, solo, white_dress, bare_shoulders, looking_at_viewer, birdcage, closed_mouth, off_shoulder                                                                                                                                                                                  |
|   2 |         5 | ![](samples/2/clu2-sample0.png) | ![](samples/2/clu2-sample1.png) | ![](samples/2/clu2-sample2.png) | ![](samples/2/clu2-sample3.png) | ![](samples/2/clu2-sample4.png) | 1girl, black_ribbon, bonnet, looking_at_viewer, official_alternate_costume, solo, upper_body, black_dress, black_headwear, parted_lips, simple_background, white_background, closed_mouth, demon_horns, neck_ribbon, portrait                                                                                   |
|   3 |         5 | ![](samples/3/clu3-sample0.png) | ![](samples/3/clu3-sample1.png) | ![](samples/3/clu3-sample2.png) | ![](samples/3/clu3-sample3.png) | ![](samples/3/clu3-sample4.png) | 1girl, black_dress, bonnet, closed_mouth, holding_staff, long_sleeves, looking_at_viewer, official_alternate_costume, solo, wide_sleeves, black_headwear, black_ribbon, blunt_bangs, candle, demon_horns, frills, indoors, sitting, white_dress, cage, feet_out_of_frame, gothic_lolita, lantern, smile, window |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | bare_shoulders   | solo   | white_dress   | long_sleeves   | parted_lips   | simple_background   | white_background   | bird_on_hand   | horns_through_headwear   | upper_body   | black_ribbon   | turtleneck   | holding_staff   | looking_at_viewer   | birdcage   | closed_mouth   | off_shoulder   | bonnet   | official_alternate_costume   | black_dress   | black_headwear   | demon_horns   | neck_ribbon   | portrait   | wide_sleeves   | blunt_bangs   | candle   | frills   | indoors   | sitting   | cage   | feet_out_of_frame   | gothic_lolita   | lantern   | smile   | window   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:-------|:--------------|:---------------|:--------------|:--------------------|:-------------------|:---------------|:-------------------------|:-------------|:---------------|:-------------|:----------------|:--------------------|:-----------|:---------------|:---------------|:---------|:-----------------------------|:--------------|:-----------------|:--------------|:--------------|:-----------|:---------------|:--------------|:---------|:---------|:----------|:----------|:-------|:--------------------|:----------------|:----------|:--------|:---------|
|   0 |         5 | ![](samples/0/clu0-sample0.png) | ![](samples/0/clu0-sample1.png) | ![](samples/0/clu0-sample2.png) | ![](samples/0/clu0-sample3.png) | ![](samples/0/clu0-sample4.png) | X       | X                | X      | X             | X              | X             | X                   | X                  | X              | X                        | X            | X              | X            |                 |                     |            |                |                |          |                              |               |                  |               |               |            |                |               |          |          |           |           |        |                     |                 |           |         |          |
|   1 |        13 | ![](samples/1/clu1-sample0.png) | ![](samples/1/clu1-sample1.png) | ![](samples/1/clu1-sample2.png) | ![](samples/1/clu1-sample3.png) | ![](samples/1/clu1-sample4.png) | X       | X                | X      | X             | X              |               |                     |                    |                |                          |              |                |              | X               | X                   | X          | X              | X              |          |                              |               |                  |               |               |            |                |               |          |          |           |           |        |                     |                 |           |         |          |
|   2 |         5 | ![](samples/2/clu2-sample0.png) | ![](samples/2/clu2-sample1.png) | ![](samples/2/clu2-sample2.png) | ![](samples/2/clu2-sample3.png) | ![](samples/2/clu2-sample4.png) | X       |                  | X      |               |                | X             | X                   | X                  |                |                          | X            | X              |              |                 | X                   |            | X              |                | X        | X                            | X             | X                | X             | X             | X          |                |               |          |          |           |           |        |                     |                 |           |         |          |
|   3 |         5 | ![](samples/3/clu3-sample0.png) | ![](samples/3/clu3-sample1.png) | ![](samples/3/clu3-sample2.png) | ![](samples/3/clu3-sample3.png) | ![](samples/3/clu3-sample4.png) | 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        |


task_categories:text-to-image size_categories:n<1K license:mit art not-for-all-audiences region:us
{"license": "mit", "size_categories": ["n<1K"], "task_categories": ["text-to-image"], "tags": ["art", "not-for-all-audiences"]}
TAGS
#task_categories-text-to-image #size_categories-n<1K #license-mit #art #not-for-all-audiences #region-us 

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, bangs, blonde\_hair, horns, blue\_eyes, very\_long\_hair, hat, white\_headwear', 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(huggingface organization).


List of Packages
----------------



### Load Raw Dataset with Waifuc


We provide raw dataset (including tagged images) for waifuc loading. If you need this, just run the following code


List of Clusters
----------------


List of tag clustering result, maybe some outfits can be mined here.


### Raw Text Version



### Table Version




### Load Raw Dataset with Waifuc


We provide raw dataset (including tagged images) for waifuc loading. If you need this, just run the following code


List of Clusters
----------------


List of tag clustering result, maybe some outfits can be mined here. ### Raw Text Version ### Table Version
TAGS
#task_categories-text-to-image #size_categories-n<1K #license-mit #art #not-for-all-audiences #region-us 
 ### Load Raw Dataset with Waifuc


We provide raw dataset (including tagged images) for waifuc loading. If you need this, just run the following code


List of Clusters
----------------


List of tag clustering result, maybe some outfits can be mined here. ### Raw Text Version ### Table Version