
# Dataset of la_pluma/ラ・プルマ/羽毛笔 (Arknights)

This is the dataset of la_pluma/ラ・プルマ/羽毛笔 (Arknights), containing 500 images and their tags.

The core tags of this character are `black_hair, short_hair, breasts, bangs, ahoge, hair_ornament, hairclip, medium_breasts, hair_intakes, black_eyes`, 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              |      500 | 994.23 MiB | [Download](https://huggingface.co/datasets/CyberHarem/la_pluma_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 428.89 MiB | [Download](https://huggingface.co/datasets/CyberHarem/la_pluma_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1318 | 984.94 MiB | [Download](https://huggingface.co/datasets/CyberHarem/la_pluma_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 800.10 MiB | [Download](https://huggingface.co/datasets/CyberHarem/la_pluma_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1318 | 1.51 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/la_pluma_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/la_pluma_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 |        16 | ![](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, looking_at_viewer, navel, official_alternate_costume, solo, white_bikini, goggles_around_neck, id_card, off_shoulder, open_jacket, stomach, cleavage, lanyard, sitting, water, frilled_bikini, long_sleeves, beachball, thigh_strap, soaking_feet, white_jacket, holding, single_side_bun, wing_hair_ornament, whistle, feather_hair, innertube, blush, plant                         |
|   1 |         5 | ![](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, bare_shoulders, beachball, holding, id_card, long_sleeves, looking_at_viewer, mouth_hold, off_shoulder, official_alternate_costume, open_jacket, solo, white_bikini, goggles_around_neck, lanyard, navel, stomach, thigh_strap, water, white_jacket, cleavage, innertube, standing, wading, whistle, cowboy_shot, frills, megaphone, wet                                                              |
|   2 |         9 | ![](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, bare_shoulders, cleavage, goggles_around_neck, looking_at_viewer, off_shoulder, official_alternate_costume, solo, white_bikini, open_jacket, white_background, simple_background, white_jacket, upper_body, hair_bun, long_sleeves, mouth_hold, navel, whistle, blue_eyes, holding, id_card, lanyard, stomach                                                                                         |
|   3 |        25 | ![](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, bare_shoulders, black_shorts, solo, sleeveless_shirt, looking_at_viewer, thigh_strap, black_footwear, open_clothes, simple_background, white_background, short_shorts, off_shoulder, black_gloves, full_body, sandals, black_shirt, fur-trimmed_coat, holding_scythe, fingerless_gloves, fur-trimmed_jacket, fur-trimmed_sleeves, holding_weapon, black_coat, black_jacket, long_sleeves, parted_lips |
|   4 |         9 | ![](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, bare_shoulders, black_jacket, parted_lips, sleeveless_shirt, solo, black_shorts, off_shoulder, short_shorts, cowboy_shot, long_sleeves, looking_at_viewer, black_coat, black_gloves, fingerless_gloves, open_jacket, thigh_strap, black_shirt, fur-trimmed_jacket, bird                                                                                                                               |
|   5 |         8 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-sample4.png) | 1girl, bare_shoulders, black_coat, off_shoulder, sleeveless_shirt, solo, black_shorts, looking_at_viewer, thigh_strap, black_jacket, closed_mouth, fur-trimmed_coat, fur-trimmed_sleeves, long_sleeves, open_coat, short_shorts, simple_background, white_background, fur-trimmed_jacket, standing, feet_out_of_frame, open_jacket, cowboy_shot, feather_hair, grey_eyes, grey_shirt, sitting, underbust     |
|   6 |        13 | ![](samples/6/clu6-sample0.png) | ![](samples/6/clu6-sample1.png) | ![](samples/6/clu6-sample2.png) | ![](samples/6/clu6-sample3.png) | ![](samples/6/clu6-sample4.png) | 1girl, bare_shoulders, simple_background, sleeveless_shirt, solo, upper_body, looking_at_viewer, white_background, off_shoulder, blush, black_shirt, closed_mouth, grey_eyes, black_jacket, fur-trimmed_jacket, open_jacket                                                                                                                                                                                  |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | bare_shoulders   | looking_at_viewer   | navel   | official_alternate_costume   | solo   | white_bikini   | goggles_around_neck   | id_card   | off_shoulder   | open_jacket   | stomach   | cleavage   | lanyard   | sitting   | water   | frilled_bikini   | long_sleeves   | beachball   | thigh_strap   | soaking_feet   | white_jacket   | holding   | single_side_bun   | wing_hair_ornament   | whistle   | feather_hair   | innertube   | blush   | plant   | mouth_hold   | standing   | wading   | cowboy_shot   | frills   | megaphone   | wet   | white_background   | simple_background   | upper_body   | hair_bun   | blue_eyes   | black_shorts   | sleeveless_shirt   | black_footwear   | open_clothes   | short_shorts   | black_gloves   | full_body   | sandals   | black_shirt   | fur-trimmed_coat   | holding_scythe   | fingerless_gloves   | fur-trimmed_jacket   | fur-trimmed_sleeves   | holding_weapon   | black_coat   | black_jacket   | parted_lips   | bird   | closed_mouth   | open_coat   | feet_out_of_frame   | grey_eyes   | grey_shirt   | underbust   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:--------------------|:--------|:-----------------------------|:-------|:---------------|:----------------------|:----------|:---------------|:--------------|:----------|:-----------|:----------|:----------|:--------|:-----------------|:---------------|:------------|:--------------|:---------------|:---------------|:----------|:------------------|:---------------------|:----------|:---------------|:------------|:--------|:--------|:-------------|:-----------|:---------|:--------------|:---------|:------------|:------|:-------------------|:--------------------|:-------------|:-----------|:------------|:---------------|:-------------------|:-----------------|:---------------|:---------------|:---------------|:------------|:----------|:--------------|:-------------------|:-----------------|:--------------------|:---------------------|:----------------------|:-----------------|:-------------|:---------------|:--------------|:-------|:---------------|:------------|:--------------------|:------------|:-------------|:------------|
|   0 |        16 | ![](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       |              |            |          |               |          |             |       |                    |                     |              |            |             |                |                    |                  |                |                |                |             |           |               |                    |                  |                     |                      |                       |                  |              |                |               |        |                |             |                     |             |              |             |
|   1 |         5 | ![](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       |                  | X              | X           | X             |                | X              | X         |                   |                      | X         |                | X           |         |         | X            | X          | X        | X             | X        | X           | X     |                    |                     |              |            |             |                |                    |                  |                |                |                |             |           |               |                    |                  |                     |                      |                       |                  |              |                |               |        |                |             |                     |             |              |             |
|   2 |         9 | ![](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 |        25 | ![](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            | X              | X             |        |                |             |                     |             |              |             |
|   4 |         9 | ![](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      |                |             |                     |             |              |             |
|   5 |         8 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-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           |
|   6 |        13 | ![](samples/6/clu6-sample0.png) | ![](samples/6/clu6-sample1.png) | ![](samples/6/clu6-sample2.png) | ![](samples/6/clu6-sample3.png) | ![](samples/6/clu6-sample4.png) | 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 la\_pluma/ラ・プルマ/羽毛笔 (Arknights)
==========================================


This is the dataset of la\_pluma/ラ・プルマ/羽毛笔 (Arknights), containing 500 images and their tags.


The core tags of this character are 'black\_hair, short\_hair, breasts, bangs, ahoge, hair\_ornament, hairclip, medium\_breasts, hair\_intakes, black\_eyes', 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