
# Dataset of rpk_16/RPK-16/RPK-16 (Girls' Frontline)

This is the dataset of rpk_16/RPK-16/RPK-16 (Girls' Frontline), containing 500 images and their tags.

The core tags of this character are `bangs, purple_eyes, breasts, short_hair, grey_hair, 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              |      500 | 738.62 MiB | [Download](https://huggingface.co/datasets/CyberHarem/rpk_16_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 361.32 MiB | [Download](https://huggingface.co/datasets/CyberHarem/rpk_16_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1155 | 763.59 MiB | [Download](https://huggingface.co/datasets/CyberHarem/rpk_16_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 625.93 MiB | [Download](https://huggingface.co/datasets/CyberHarem/rpk_16_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1155 | 1.15 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/rpk_16_girlsfrontline/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/rpk_16_girlsfrontline',
    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 |        26 | ![](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, bandaged_neck, cleavage, looking_at_viewer, formal, smile, solo, medium_hair, purple_shirt, white_background, simple_background, white_suit, closed_mouth, collarbone, upper_body, id_card, white_jacket, earpiece, medium_breasts                                                                                                                                                      |
|   1 |         6 | ![](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, bandaged_neck, bare_legs, cleavage, formal, looking_at_viewer, medium_breasts, medium_hair, smile, solo, white_jacket, white_suit, closed_mouth, crossed_legs, office_lady, purple_shirt, sitting, white_hair, white_skirt, business_suit, collarbone, high_heels, id_card, thighs, feet_out_of_frame, hand_on_own_face, handgun, holding_gun, office_chair, official_alternate_costume |
|   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, looking_at_viewer, smile, solo, tactical_clothes, upper_body, simple_background, white_background, open_mouth, uniform, jacket, white_hair                                                                                                                                                                                                                                              |
|   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, looking_at_viewer, simple_background, solo, open_mouth, black_bodysuit, smile, tactical_clothes, upper_body, white_background, medium_hair, medium_breasts, black_gloves                                                                                                                                                                                                                |
|   4 |         6 | ![](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, black_gloves, looking_at_viewer, medium_breasts, medium_hair, smile, solo, tactical_clothes, black_bodysuit, elbow_gloves, feet_out_of_frame, hairclip, open_mouth, standing, white_background, holding, jacket, simple_background, uniform                                                                                                                                             |
|   5 |        11 | ![](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, black_gloves, solo, tactical_clothes, smile, black_bodysuit, holding_gun, simple_background, white_background, closed_mouth, rifle, looking_at_viewer, medium_breasts, uniform, hairclip, upper_body                                                                                                                                                                                    |
|   6 |         5 | ![](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, black_bodysuit, looking_at_viewer, simple_background, smile, solo, white_background, closed_mouth, braid, covered_nipples, upper_body                                                                                                                                                                                                                                                   |
|   7 |         6 | ![](samples/7/clu7-sample0.png) | ![](samples/7/clu7-sample1.png) | ![](samples/7/clu7-sample2.png) | ![](samples/7/clu7-sample3.png) | ![](samples/7/clu7-sample4.png) | black_gloves, blood_on_face, on_back, open_mouth, smile, tactical_clothes, 1girl, looking_at_viewer, teeth, upper_body, blush, shell_casing, solo                                                                                                                                                                                                                                              |
|   8 |         7 | ![](samples/8/clu8-sample0.png) | ![](samples/8/clu8-sample1.png) | ![](samples/8/clu8-sample2.png) | ![](samples/8/clu8-sample3.png) | ![](samples/8/clu8-sample4.png) | 1girl, black_pants, long_hair, formal, solo, standing, white_shirt, business_suit, closed_mouth, looking_at_viewer, belt, black_jacket, feet_out_of_frame, hair_over_one_eye, holding, ponytail, red_necktie, white_hair, bag, french_braid, id_card, open_jacket                                                                                                                              |
|   9 |         8 | ![](samples/9/clu9-sample0.png) | ![](samples/9/clu9-sample1.png) | ![](samples/9/clu9-sample2.png) | ![](samples/9/clu9-sample3.png) | ![](samples/9/clu9-sample4.png) | 1boy, hetero, solo_focus, 1girl, blush, open_mouth, smile, sweat, nipples, formal, penis, shirt, suit, uncensored, breasts_out, choker, cum, erection, jacket, sex                                                                                                                                                                                                                             |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | bandaged_neck   | cleavage   | looking_at_viewer   | formal   | smile   | solo   | medium_hair   | purple_shirt   | white_background   | simple_background   | white_suit   | closed_mouth   | collarbone   | upper_body   | id_card   | white_jacket   | earpiece   | medium_breasts   | bare_legs   | crossed_legs   | office_lady   | sitting   | white_hair   | white_skirt   | business_suit   | high_heels   | thighs   | feet_out_of_frame   | hand_on_own_face   | handgun   | holding_gun   | office_chair   | official_alternate_costume   | tactical_clothes   | open_mouth   | uniform   | jacket   | black_bodysuit   | black_gloves   | elbow_gloves   | hairclip   | standing   | holding   | rifle   | braid   | covered_nipples   | blood_on_face   | on_back   | teeth   | blush   | shell_casing   | black_pants   | long_hair   | white_shirt   | belt   | black_jacket   | hair_over_one_eye   | ponytail   | red_necktie   | bag   | french_braid   | open_jacket   | 1boy   | hetero   | solo_focus   | sweat   | nipples   | penis   | shirt   | suit   | uncensored   | breasts_out   | choker   | cum   | erection   | sex   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:----------------|:-----------|:--------------------|:---------|:--------|:-------|:--------------|:---------------|:-------------------|:--------------------|:-------------|:---------------|:-------------|:-------------|:----------|:---------------|:-----------|:-----------------|:------------|:---------------|:--------------|:----------|:-------------|:--------------|:----------------|:-------------|:---------|:--------------------|:-------------------|:----------|:--------------|:---------------|:-----------------------------|:-------------------|:-------------|:----------|:---------|:-----------------|:---------------|:---------------|:-----------|:-----------|:----------|:--------|:--------|:------------------|:----------------|:----------|:--------|:--------|:---------------|:--------------|:------------|:--------------|:-------|:---------------|:--------------------|:-----------|:--------------|:------|:---------------|:--------------|:-------|:---------|:-------------|:--------|:----------|:--------|:--------|:-------|:-------------|:--------------|:---------|:------|:-----------|:------|
|   0 |        26 | ![](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                |             |                |               |           |              |               |                 |              |          |                     |                    |           |               |                |                              |                    |              |           |          |                  |                |                |            |            |           |         |         |                   |                 |           |         |         |                |               |             |               |        |                |                     |            |               |       |                |               |        |          |              |         |           |         |         |        |              |               |          |       |            |       |
|   1 |         6 | ![](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              | 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        |                  |                |                |            |            |           |         |         |                   |                 |           |         |         |                |               |             |               |        |                |                     |            |               |       |                |               |        |          |              |         |           |         |         |        |              |               |          |       |            |       |
|   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              |                |            |            |           |         |         |                   |                 |           |         |         |                |               |             |               |        |                |                     |            |               |       |                |               |        |          |              |         |           |         |         |        |              |               |          |       |            |       |
|   4 |         6 | ![](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         |         |         |                   |                 |           |         |         |                |               |             |               |        |                |                     |            |               |       |                |               |        |          |              |         |           |         |         |        |              |               |          |       |            |       |
|   5 |        11 | ![](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       |         |                   |                 |           |         |         |                |               |             |               |        |                |                     |            |               |       |                |               |        |          |              |         |           |         |         |        |              |               |          |       |            |       |
|   6 |         5 | ![](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                 |                 |           |         |         |                |               |             |               |        |                |                     |            |               |       |                |               |        |          |              |         |           |         |         |        |              |               |          |       |            |       |
|   7 |         6 | ![](samples/7/clu7-sample0.png) | ![](samples/7/clu7-sample1.png) | ![](samples/7/clu7-sample2.png) | ![](samples/7/clu7-sample3.png) | ![](samples/7/clu7-sample4.png) | X       |                 |            | X                   |          | X       | X      |               |                |                    |                     |              |                |              | X            |           |                |            |                  |             |                |               |           |              |               |                 |              |          |                     |                    |           |               |                |                              | X                  | X            |           |          |                  | X              |                |            |            |           |         |         |                   | X               | X         | X       | X       | X              |               |             |               |        |                |                     |            |               |       |                |               |        |          |              |         |           |         |         |        |              |               |          |       |            |       |
|   8 |         7 | ![](samples/8/clu8-sample0.png) | ![](samples/8/clu8-sample1.png) | ![](samples/8/clu8-sample2.png) | ![](samples/8/clu8-sample3.png) | ![](samples/8/clu8-sample4.png) | X       |                 |            | X                   | X        |         | X      |               |                |                    |                     |              | X              |              |              | X         |                |            |                  |             |                |               |           | X            |               | X               |              |          | X                   |                    |           |               |                |                              |                    |              |           |          |                  |                |                |            | X          | X         |         |         |                   |                 |           |         |         |                | X             | X           | X             | X      | X              | X                   | X          | X             | X     | X              | X             |        |          |              |         |           |         |         |        |              |               |          |       |            |       |
|   9 |         8 | ![](samples/9/clu9-sample0.png) | ![](samples/9/clu9-sample1.png) | ![](samples/9/clu9-sample2.png) | ![](samples/9/clu9-sample3.png) | ![](samples/9/clu9-sample4.png) | 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 rpk\_16/RPK-16/RPK-16 (Girls' Frontline)
===================================================


This is the dataset of rpk\_16/RPK-16/RPK-16 (Girls' Frontline), containing 500 images and their tags.


The core tags of this character are 'bangs, purple\_eyes, breasts, short\_hair, grey\_hair, 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
passage: 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