
# Dataset of bagpipe/バグパイプ/风笛 (Arknights)

This is the dataset of bagpipe/バグパイプ/风笛 (Arknights), containing 490 images and their tags.

The core tags of this character are `horns, long_hair, orange_hair, bangs, purple_eyes, very_long_hair, breasts, dragon_horns, large_breasts`, 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              |      490 | 931.37 MiB | [Download](https://huggingface.co/datasets/CyberHarem/bagpipe_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      490 | 429.87 MiB | [Download](https://huggingface.co/datasets/CyberHarem/bagpipe_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1272 | 969.04 MiB | [Download](https://huggingface.co/datasets/CyberHarem/bagpipe_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      490 | 766.67 MiB | [Download](https://huggingface.co/datasets/CyberHarem/bagpipe_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1272 | 1.50 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/bagpipe_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/bagpipe_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 |        27 | ![](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, crop_top, hat, midriff, navel, official_alternate_costume, showgirl_skirt, solo, stomach, black_gloves, fingerless_gloves, looking_at_viewer, short_shorts, standing, cowboy_shot, blue_shorts, cleavage, race_queen, pouch, thighs, holding_flag, checkered_flag, shoulder_cutout, open_mouth, thighhighs, medium_breasts, :d, see-through, thigh_strap, day, outdoors, blue_sky, blush, confetti, white_background |
|   1 |        12 | ![](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, black_gloves, long_sleeves, solo, upper_body, looking_at_viewer, green_jacket, open_mouth, hand_up, id_card, simple_background, :d, blush, shirt, white_background                                                                                                                                                                                                                                                                   |
|   2 |        11 | ![](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_gloves, green_jacket, long_sleeves, looking_at_viewer, miniskirt, plaid_skirt, red_skirt, solo, white_background, black_thighhighs, :d, open_mouth, pleated_skirt, simple_background, zettai_ryouiki, cowboy_shot, lance, standing, holding_polearm, white_shirt, boots, blue_eyes, capelet                                                                                                                                    |
|   3 |        12 | ![](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, open_mouth, simple_background, solo, white_background, :d, upper_body, looking_at_viewer, blunt_bangs, blush, white_shirt, collared_shirt, jacket, blue_eyes, long_sleeves, portrait                                                                                                                                                                                                                                                 |
|   4 |        13 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-sample4.png) | 1girl, blush, completely_nude, nipples, 1boy, hetero, solo_focus, simple_background, blunt_bangs, open_mouth, pussy, collarbone, lying, navel, penis, sex, white_background, mosaic_censoring, smile, blue_eyes, cum, dark-skinned_male, looking_at_viewer, on_bed, sweat, vaginal                                                                                                                                                          |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | bare_shoulders   | crop_top   | hat   | midriff   | navel   | official_alternate_costume   | showgirl_skirt   | solo   | stomach   | black_gloves   | fingerless_gloves   | looking_at_viewer   | short_shorts   | standing   | cowboy_shot   | blue_shorts   | cleavage   | race_queen   | pouch   | thighs   | holding_flag   | checkered_flag   | shoulder_cutout   | open_mouth   | thighhighs   | medium_breasts   | :d   | see-through   | thigh_strap   | day   | outdoors   | blue_sky   | blush   | confetti   | white_background   | long_sleeves   | upper_body   | green_jacket   | hand_up   | id_card   | simple_background   | shirt   | miniskirt   | plaid_skirt   | red_skirt   | black_thighhighs   | pleated_skirt   | zettai_ryouiki   | lance   | holding_polearm   | white_shirt   | boots   | blue_eyes   | capelet   | blunt_bangs   | collared_shirt   | jacket   | portrait   | completely_nude   | nipples   | 1boy   | hetero   | solo_focus   | pussy   | collarbone   | lying   | penis   | sex   | mosaic_censoring   | smile   | cum   | dark-skinned_male   | on_bed   | sweat   | vaginal   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:-----------|:------|:----------|:--------|:-----------------------------|:-----------------|:-------|:----------|:---------------|:--------------------|:--------------------|:---------------|:-----------|:--------------|:--------------|:-----------|:-------------|:--------|:---------|:---------------|:-----------------|:------------------|:-------------|:-------------|:-----------------|:-----|:--------------|:--------------|:------|:-----------|:-----------|:--------|:-----------|:-------------------|:---------------|:-------------|:---------------|:----------|:----------|:--------------------|:--------|:------------|:--------------|:------------|:-------------------|:----------------|:-----------------|:--------|:------------------|:--------------|:--------|:------------|:----------|:--------------|:-----------------|:---------|:-----------|:------------------|:----------|:-------|:---------|:-------------|:--------|:-------------|:--------|:--------|:------|:-------------------|:--------|:------|:--------------------|:---------|:--------|:----------|
|   0 |        27 | ![](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                   | X              | X          | X             | X             | X          | X            | X       | X        | X              | X                | X                 | X            | X            | X                | X    | X             | X             | X     | X          | X          | X       | X          | X                  |                |              |                |           |           |                     |         |             |               |             |                    |                 |                  |         |                   |               |         |             |           |               |                  |          |            |                   |           |        |          |              |         |              |         |         |       |                    |         |       |                     |          |         |           |
|   1 |        12 | ![](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            | X              | X         | X         | X                   | X       |             |               |             |                    |                 |                  |         |                   |               |         |             |           |               |                  |          |            |                   |           |        |          |              |         |              |         |         |       |                    |         |       |                     |          |         |           |
|   2 |        11 | ![](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                  | X               | X                | X       | X                 | X             | X       | X           | X         |               |                  |          |            |                   |           |        |          |              |         |              |         |         |       |                    |         |       |                     |          |         |           |
|   3 |        12 | ![](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          |                   |           |        |          |              |         |              |         |         |       |                    |         |       |                     |          |         |           |
|   4 |        13 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-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       | 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 bagpipe/バグパイプ/风笛 (Arknights)
=======================================


This is the dataset of bagpipe/バグパイプ/风笛 (Arknights), containing 490 images and their tags.


The core tags of this character are 'horns, long\_hair, orange\_hair, bangs, purple\_eyes, very\_long\_hair, breasts, dragon\_horns, large\_breasts', 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