
# Dataset of k2/K2/K2 (Girls' Frontline)

This is the dataset of k2/K2/K2 (Girls' Frontline), containing 150 images and their tags.

The core tags of this character are `brown_hair, long_hair, breasts, bangs, brown_eyes, hair_ornament, hairclip, medium_breasts, hair_between_eyes, one_side_up, sidelocks`, 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              |      150 | 185.20 MiB | [Download](https://huggingface.co/datasets/CyberHarem/k2_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      150 | 111.75 MiB | [Download](https://huggingface.co/datasets/CyberHarem/k2_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      353 | 233.13 MiB | [Download](https://huggingface.co/datasets/CyberHarem/k2_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      150 | 165.77 MiB | [Download](https://huggingface.co/datasets/CyberHarem/k2_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      353 | 316.43 MiB | [Download](https://huggingface.co/datasets/CyberHarem/k2_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/k2_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 |         6 | ![](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, black_panties, blush, cleavage, looking_at_viewer, navel, off_shoulder, simple_background, solo, black_gloves, closed_mouth, collarbone, detached_collar, fingerless_gloves, skirt, smile, white_background, brown_pantyhose, jacket, long_sleeves, midriff, stomach, cowboy_shot, hand_up, panties_under_pantyhose                                 |
|   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, blush, fingerless_gloves, jacket, looking_at_viewer, solo, assault_rifle, bare_shoulders, open_mouth, cleavage, collarbone, off_shoulder, black_panties, brown_pantyhose, holding_gun, panties_under_pantyhose, long_sleeves, simple_background, navel, white_background, :d, black_footwear, black_gloves, knee_boots, lace-up_boots, skirt, standing, cowboy_shot |
|   2 |        12 | ![](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, blush, braid, hanbok, long_sleeves, dress, looking_at_viewer, open_mouth, solo, very_long_hair, :d, flower, see-through, puffy_sleeves, official_alternate_costume, white_background                                                                                                                                                                                |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | bare_shoulders   | black_panties   | blush   | cleavage   | looking_at_viewer   | navel   | off_shoulder   | simple_background   | solo   | black_gloves   | closed_mouth   | collarbone   | detached_collar   | fingerless_gloves   | skirt   | smile   | white_background   | brown_pantyhose   | jacket   | long_sleeves   | midriff   | stomach   | cowboy_shot   | hand_up   | panties_under_pantyhose   | assault_rifle   | open_mouth   | holding_gun   | :d   | black_footwear   | knee_boots   | lace-up_boots   | standing   | braid   | hanbok   | dress   | very_long_hair   | flower   | see-through   | puffy_sleeves   | official_alternate_costume   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:----------------|:--------|:-----------|:--------------------|:--------|:---------------|:--------------------|:-------|:---------------|:---------------|:-------------|:------------------|:--------------------|:--------|:--------|:-------------------|:------------------|:---------|:---------------|:----------|:----------|:--------------|:----------|:--------------------------|:----------------|:-------------|:--------------|:-----|:-----------------|:-------------|:----------------|:-----------|:--------|:---------|:--------|:-----------------|:---------|:--------------|:----------------|:-----------------------------|
|   0 |         6 | ![](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                         |                 |              |               |      |                  |              |                 |            |         |          |         |                  |          |               |                 |                              |
|   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      | X              |                | X            |                   | X                   | X       |         | X                  | X                 | X        | X              |           |           | X             |           | X                         | X               | X            | X             | X    | X                | X            | X               | X          |         |          |         |                  |          |               |                 |                              |
|   2 |        12 | ![](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                            |


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 k2/K2/K2 (Girls' Frontline)
======================================


This is the dataset of k2/K2/K2 (Girls' Frontline), containing 150 images and their tags.


The core tags of this character are 'brown\_hair, long\_hair, breasts, bangs, brown\_eyes, hair\_ornament, hairclip, medium\_breasts, hair\_between\_eyes, one\_side\_up, sidelocks', 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