
# Dataset of vsk_94/VSK-94/VSK-94 (Girls' Frontline)

This is the dataset of vsk_94/VSK-94/VSK-94 (Girls' Frontline), containing 309 images and their tags.

The core tags of this character are `blonde_hair, breasts, short_hair, blue_eyes, mole, large_breasts, mole_under_eye, hair_ornament, snowflake_hair_ornament, bangs, hair_between_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              |      309 | 492.95 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vsk_94_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      309 | 234.36 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vsk_94_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      783 | 516.05 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vsk_94_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      309 | 416.07 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vsk_94_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      783 | 801.26 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vsk_94_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/vsk_94_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 |        20 | ![](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, black_jacket, blue_belt, blue_skirt, collared_shirt, long_sleeves, shirt_tucked_in, solo, white_shirt, open_jacket, sidelocks, snap-fit_buckle, black_gloves, black_pantyhose, looking_at_viewer, cowboy_shot, neck_ribbon, simple_background, handcuffs, standing, blue_ribbon, white_background, blush, closed_mouth, holding, walkie-talkie, fur-trimmed_jacket, miniskirt                                                                                               |
|   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, black_jacket, black_pantyhose, blue_belt, blue_ribbon, blue_skirt, blush, collared_shirt, cowboy_shot, holding_gun, long_sleeves, magazine_(weapon), miniskirt, neck_ribbon, open_jacket, shirt_tucked_in, sidelocks, snap-fit_buckle, solo, standing, white_shirt, black_gloves, closed_mouth, looking_at_viewer, thigh_pouch, id_card, simple_background, trigger_discipline, white_background, black_footwear, character_name, high_heels, rifle, striped, walkie-talkie |
|   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) | 1boy, 1girl, breasts_out, hetero, nipples, solo_focus, open_mouth, paizuri, penis, white_shirt, bar_censor, blush, cum_on_breasts, facial, black_gloves, black_jacket, huge_breasts, long_sleeves, looking_at_viewer, open_shirt, pov, speech_bubble, upper_body                                                                                                                                                                                                                   |
|   3 |         5 | ![](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) | 1boy, 1girl, hetero, nipples, open_mouth, pantyhose, penis, pussy, tears, torn_clothes, uncensored, blue_skirt, blush, solo_focus, tongue_out, white_shirt, bound_wrists, long_sleeves, panties_aside, red_background, vaginal, white_panties, arms_behind_head, blue_bow, breasts_out, clothed_sex, male_pubic_hair, open_clothes, saliva, spread_legs, striped_bowtie                                                                                                            |
|   4 |        22 | ![](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, official_alternate_costume, solo, blush, mole_on_breast, blue_thighhighs, fake_animal_ears, looking_at_viewer, cross_earrings, navel, white_gloves, tail, bell, fur-trimmed_legwear, hood, blue_bikini, cleavage, red_cape, simple_background, bowtie, cloak, fur-trimmed_gloves, o-ring, open_mouth, sitting, white_background                                                                                                                                             |
|   5 |         5 | ![](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, earrings, holding_cup, official_alternate_costume, solo, bare_shoulders, black_dress, drinking_glass, mole_on_breast, cleavage, looking_at_viewer, sitting, blue_dress, blush, simple_background, sleeveless_dress, white_background                                                                                                                                                                                                                                        |
|   6 |        10 | ![](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, black_dress, cleavage, earrings, mole_on_breast, navel, official_alternate_costume, blush, solo, looking_at_viewer, closed_mouth, simple_background, armlet, side-tie_panties, white_background, clothing_cutout, drinking_glass, holding_cup, necklace, sleeveless                                                                                                                                                                                         |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_jacket   | blue_belt   | blue_skirt   | collared_shirt   | long_sleeves   | shirt_tucked_in   | solo   | white_shirt   | open_jacket   | sidelocks   | snap-fit_buckle   | black_gloves   | black_pantyhose   | looking_at_viewer   | cowboy_shot   | neck_ribbon   | simple_background   | handcuffs   | standing   | blue_ribbon   | white_background   | blush   | closed_mouth   | holding   | walkie-talkie   | fur-trimmed_jacket   | miniskirt   | holding_gun   | magazine_(weapon)   | thigh_pouch   | id_card   | trigger_discipline   | black_footwear   | character_name   | high_heels   | rifle   | striped   | 1boy   | breasts_out   | hetero   | nipples   | solo_focus   | open_mouth   | paizuri   | penis   | bar_censor   | cum_on_breasts   | facial   | huge_breasts   | open_shirt   | pov   | speech_bubble   | upper_body   | pantyhose   | pussy   | tears   | torn_clothes   | uncensored   | tongue_out   | bound_wrists   | panties_aside   | red_background   | vaginal   | white_panties   | arms_behind_head   | blue_bow   | clothed_sex   | male_pubic_hair   | open_clothes   | saliva   | spread_legs   | striped_bowtie   | official_alternate_costume   | mole_on_breast   | blue_thighhighs   | fake_animal_ears   | cross_earrings   | navel   | white_gloves   | tail   | bell   | fur-trimmed_legwear   | hood   | blue_bikini   | cleavage   | red_cape   | bowtie   | cloak   | fur-trimmed_gloves   | o-ring   | sitting   | earrings   | holding_cup   | bare_shoulders   | black_dress   | drinking_glass   | blue_dress   | sleeveless_dress   | armlet   | side-tie_panties   | clothing_cutout   | necklace   | sleeveless   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:------------|:-------------|:-----------------|:---------------|:------------------|:-------|:--------------|:--------------|:------------|:------------------|:---------------|:------------------|:--------------------|:--------------|:--------------|:--------------------|:------------|:-----------|:--------------|:-------------------|:--------|:---------------|:----------|:----------------|:---------------------|:------------|:--------------|:--------------------|:--------------|:----------|:---------------------|:-----------------|:-----------------|:-------------|:--------|:----------|:-------|:--------------|:---------|:----------|:-------------|:-------------|:----------|:--------|:-------------|:-----------------|:---------|:---------------|:-------------|:------|:----------------|:-------------|:------------|:--------|:--------|:---------------|:-------------|:-------------|:---------------|:----------------|:-----------------|:----------|:----------------|:-------------------|:-----------|:--------------|:------------------|:---------------|:---------|:--------------|:-----------------|:-----------------------------|:-----------------|:------------------|:-------------------|:-----------------|:--------|:---------------|:-------|:-------|:----------------------|:-------|:--------------|:-----------|:-----------|:---------|:--------|:---------------------|:---------|:----------|:-----------|:--------------|:-----------------|:--------------|:-----------------|:-------------|:-------------------|:---------|:-------------------|:------------------|:-----------|:-------------|
|   0 |        20 | ![](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           |               |                     |               |           |                      |                  |                  |              |         |           |        |               |          |           |              |              |           |         |              |                  |          |                |              |       |                 |              |             |         |         |                |              |              |                |                 |                  |           |                 |                    |            |               |                   |                |          |               |                  |                              |                  |                   |                    |                  |         |                |        |        |                       |        |               |            |            |          |         |                      |          |           |            |               |                  |               |                  |              |                    |          |                    |                   |            |              |
|   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         | 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            | X            | X         | X       | X            | X                | X        | X              | X            | X     | X               | X            |             |         |         |                |              |              |                |                 |                  |           |                 |                    |            |               |                   |                |          |               |                  |                              |                  |                   |                    |                  |         |                |        |        |                       |        |               |            |            |          |         |                      |          |           |            |               |                  |               |                  |              |                    |          |                    |                   |            |              |
|   3 |         5 | ![](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                 | X              | X        | X             | X                |                              |                  |                   |                    |                  |         |                |        |        |                       |        |               |            |            |          |         |                      |          |           |            |               |                  |               |                  |              |                    |          |                    |                   |            |              |
|   4 |        22 | ![](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         |            |               |                  |               |                  |              |                    |          |                    |                   |            |              |
|   5 |         5 | ![](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                  |          |                    |                   |            |              |
|   6 |        10 | ![](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                |              |                    | 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 vsk\_94/VSK-94/VSK-94 (Girls' Frontline)
===================================================


This is the dataset of vsk\_94/VSK-94/VSK-94 (Girls' Frontline), containing 309 images and their tags.


The core tags of this character are 'blonde\_hair, breasts, short\_hair, blue\_eyes, mole, large\_breasts, mole\_under\_eye, hair\_ornament, snowflake\_hair\_ornament, bangs, hair\_between\_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
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