
# Dataset of pkp/PKP/PKP (Girls' Frontline)

This is the dataset of pkp/PKP/PKP (Girls' Frontline), containing 135 images and their tags.

The core tags of this character are `long_hair, hair_between_eyes, yellow_eyes, ahoge, bangs, very_long_hair, side_ponytail, grey_hair, white_hair, hair_ornament, 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              |      135 | 181.69 MiB | [Download](https://huggingface.co/datasets/CyberHarem/pkp_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      135 | 102.02 MiB | [Download](https://huggingface.co/datasets/CyberHarem/pkp_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      332 | 213.75 MiB | [Download](https://huggingface.co/datasets/CyberHarem/pkp_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      135 | 162.14 MiB | [Download](https://huggingface.co/datasets/CyberHarem/pkp_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      332 | 305.87 MiB | [Download](https://huggingface.co/datasets/CyberHarem/pkp_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/pkp_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 |        10 | ![](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, goggles_around_neck, looking_at_viewer, machine_gun, solo, open_jacket, argyle_legwear, hair_scrunchie, holding_gun, single_thighhigh, skirt, thigh_strap, black_gloves, belt, blue_thighhighs, white_background, asymmetrical_legwear, bare_shoulders, black_jacket, off_shoulder, simple_background, checkered_legwear, covered_mouth, double-breasted                                                                                                                                 |
|   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, black_footwear, full_body, holding_gun, looking_at_viewer, machine_gun, solo, tsurime, argyle_legwear, belt_boots, hair_scrunchie, mismatched_legwear, shadow, single_kneehigh, single_thighhigh, standing, thigh_strap, uneven_legwear, black_gloves, blue_thighhighs, character_name, covered_mouth, double-breasted, goggles_around_neck, mismatched_footwear, open_jacket, skirt, thigh_holster, vertical_stripes, combat_boots, copyright_name, lace-up_boots, sheathed, shiny_hair |
|   2 |        14 | ![](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, solo, black_jacket, looking_at_viewer, open_jacket, collared_shirt, official_alternate_costume, black_gloves, black_shorts, long_sleeves, yellow_shirt, ponytail, belt, short_shorts, simple_background, thigh_strap, buckle, closed_mouth, jacket_on_shoulders, blue_necktie, holding, medium_breasts, parted_lips                                                                                                                                                                      |
|   3 |        17 | ![](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) | fox_mask, mask_on_head, yellow_kimono, obi, official_alternate_costume, yukata, 1girl, looking_at_viewer, solo, holding, tsurime, wide_sleeves, candy_apple, full_body, sandals, simple_background, white_background, blush, closed_mouth, jitome, low_twintails                                                                                                                                                                                                                                |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | goggles_around_neck   | looking_at_viewer   | machine_gun   | solo   | open_jacket   | argyle_legwear   | hair_scrunchie   | holding_gun   | single_thighhigh   | skirt   | thigh_strap   | black_gloves   | belt   | blue_thighhighs   | white_background   | asymmetrical_legwear   | bare_shoulders   | black_jacket   | off_shoulder   | simple_background   | checkered_legwear   | covered_mouth   | double-breasted   | black_footwear   | full_body   | tsurime   | belt_boots   | mismatched_legwear   | shadow   | single_kneehigh   | standing   | uneven_legwear   | character_name   | mismatched_footwear   | thigh_holster   | vertical_stripes   | combat_boots   | copyright_name   | lace-up_boots   | sheathed   | shiny_hair   | collared_shirt   | official_alternate_costume   | black_shorts   | long_sleeves   | yellow_shirt   | ponytail   | short_shorts   | buckle   | closed_mouth   | jacket_on_shoulders   | blue_necktie   | holding   | medium_breasts   | parted_lips   | fox_mask   | mask_on_head   | yellow_kimono   | obi   | yukata   | wide_sleeves   | candy_apple   | sandals   | blush   | jitome   | low_twintails   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:----------------------|:--------------------|:--------------|:-------|:--------------|:-----------------|:-----------------|:--------------|:-------------------|:--------|:--------------|:---------------|:-------|:------------------|:-------------------|:-----------------------|:-----------------|:---------------|:---------------|:--------------------|:--------------------|:----------------|:------------------|:-----------------|:------------|:----------|:-------------|:---------------------|:---------|:------------------|:-----------|:-----------------|:-----------------|:----------------------|:----------------|:-------------------|:---------------|:-----------------|:----------------|:-----------|:-------------|:-----------------|:-----------------------------|:---------------|:---------------|:---------------|:-----------|:---------------|:---------|:---------------|:----------------------|:---------------|:----------|:-----------------|:--------------|:-----------|:---------------|:----------------|:------|:---------|:---------------|:--------------|:----------|:--------|:---------|:----------------|
|   0 |        10 | ![](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                 |                  |             |           |              |                      |          |                   |            |                  |                  |                       |                 |                    |                |                  |                 |            |              |                  |                              |                |                |                |            |                |          |                |                       |                |           |                  |               |            |                |                 |       |          |                |               |           |         |          |                 |
|   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              | X                | X               | X          | X            |                  |                              |                |                |                |            |                |          |                |                       |                |           |                  |               |            |                |                 |       |          |                |               |           |         |          |                 |
|   2 |        14 | ![](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             |            |                |                 |       |          |                |               |           |         |          |                 |
|   3 |        17 | ![](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               |


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 pkp/PKP/PKP (Girls' Frontline)
=========================================


This is the dataset of pkp/PKP/PKP (Girls' Frontline), containing 135 images and their tags.


The core tags of this character are 'long\_hair, hair\_between\_eyes, yellow\_eyes, ahoge, bangs, very\_long\_hair, side\_ponytail, grey\_hair, white\_hair, hair\_ornament, 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