
# Dataset of welrod_mkii/ウェルロッドMkII/维尔德MkⅡ (Girls' Frontline)

This is the dataset of welrod_mkii/ウェルロッドMkII/维尔德MkⅡ (Girls' Frontline), containing 334 images and their tags.

The core tags of this character are `blonde_hair, green_eyes, short_hair, breasts, twintails, bangs, braid, medium_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              |      334 | 388.05 MiB | [Download](https://huggingface.co/datasets/CyberHarem/welrod_mkii_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      334 | 236.38 MiB | [Download](https://huggingface.co/datasets/CyberHarem/welrod_mkii_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      814 | 501.02 MiB | [Download](https://huggingface.co/datasets/CyberHarem/welrod_mkii_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      334 | 345.54 MiB | [Download](https://huggingface.co/datasets/CyberHarem/welrod_mkii_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      814 | 668.07 MiB | [Download](https://huggingface.co/datasets/CyberHarem/welrod_mkii_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/welrod_mkii_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 |        21 | ![](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, solo, black_gloves, looking_at_viewer, blush, white_shirt, fang, open_mouth, smile, vampire_costume, long_sleeves, alternate_costume, cape, leotard, thigh_holster, wings, long_hair, bat_(animal), brown_footwear, handgun, holding_cup, o-ring, wine_glass, halloween_costume, high_heel_boots, low_ponytail, shiny, simple_background, thighs, wristband                       |
|   1 |        25 | ![](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, corset, holding_gun, pinstripe_pattern, skirt, solo, necktie, shirt, vest, looking_at_viewer, black_gloves, handgun, jacket_on_shoulders, simple_background, thigh_holster, white_background, socks, belt, dual_wielding                                                                                                                                                          |
|   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, black_gloves, formal, simple_background, solo, suit, black_jacket, holding_gun, pink_background, red_necktie, upper_body, white_shirt, looking_at_viewer, collared_shirt, handgun, open_clothes                                                                                                                                                                                   |
|   3 |         7 | ![](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, blush, looking_at_viewer, pom_pom_(clothes), solo, gift_box, heart-shaped_box, long_sleeves, open_cardigan, argyle, fur_trim, holding_gift, open_coat, ribbon, white_shirt, collared_shirt, hood, simple_background, striped_bow, striped_skirt, blue_skirt, buttons, jacket_on_shoulders, open_mouth, sidelocks, sleeves_past_wrists, thigh_holster, valentine, white_background |
|   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, looking_at_viewer, solo, navel, blue_sky, blush, day, outdoors, closed_mouth, cloud, collarbone, bare_shoulders, beach, cleavage, food, jewelry, ocean, standing, water, white_bikini                                                                                                                                                                                             |
|   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) | 1boy, 1girl, blush, hetero, open_mouth, solo_focus, nipples, penis, sex, vaginal, bar_censor, dark-skinned_male, navel, collarbone, completely_nude, cowgirl_position, cum, girl_on_top, heart, pussy, tongue                                                                                                                                                                            |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | solo   | black_gloves   | looking_at_viewer   | blush   | white_shirt   | fang   | open_mouth   | smile   | vampire_costume   | long_sleeves   | alternate_costume   | cape   | leotard   | thigh_holster   | wings   | long_hair   | bat_(animal)   | brown_footwear   | handgun   | holding_cup   | o-ring   | wine_glass   | halloween_costume   | high_heel_boots   | low_ponytail   | shiny   | simple_background   | thighs   | wristband   | corset   | holding_gun   | pinstripe_pattern   | skirt   | necktie   | shirt   | vest   | jacket_on_shoulders   | white_background   | socks   | belt   | dual_wielding   | formal   | suit   | black_jacket   | pink_background   | red_necktie   | upper_body   | collared_shirt   | open_clothes   | pom_pom_(clothes)   | gift_box   | heart-shaped_box   | open_cardigan   | argyle   | fur_trim   | holding_gift   | open_coat   | ribbon   | hood   | striped_bow   | striped_skirt   | blue_skirt   | buttons   | sidelocks   | sleeves_past_wrists   | valentine   | navel   | blue_sky   | day   | outdoors   | closed_mouth   | cloud   | collarbone   | bare_shoulders   | beach   | cleavage   | food   | jewelry   | ocean   | standing   | water   | white_bikini   | 1boy   | hetero   | solo_focus   | nipples   | penis   | sex   | vaginal   | bar_censor   | dark-skinned_male   | completely_nude   | cowgirl_position   | cum   | girl_on_top   | heart   | pussy   | tongue   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:---------------|:--------------------|:--------|:--------------|:-------|:-------------|:--------|:------------------|:---------------|:--------------------|:-------|:----------|:----------------|:--------|:------------|:---------------|:-----------------|:----------|:--------------|:---------|:-------------|:--------------------|:------------------|:---------------|:--------|:--------------------|:---------|:------------|:---------|:--------------|:--------------------|:--------|:----------|:--------|:-------|:----------------------|:-------------------|:--------|:-------|:----------------|:---------|:-------|:---------------|:------------------|:--------------|:-------------|:-----------------|:---------------|:--------------------|:-----------|:-------------------|:----------------|:---------|:-----------|:---------------|:------------|:---------|:-------|:--------------|:----------------|:-------------|:----------|:------------|:----------------------|:------------|:--------|:-----------|:------|:-----------|:---------------|:--------|:-------------|:-----------------|:--------|:-----------|:-------|:----------|:--------|:-----------|:--------|:---------------|:-------|:---------|:-------------|:----------|:--------|:------|:----------|:-------------|:--------------------|:------------------|:-------------------|:------|:--------------|:--------|:--------|:---------|
|   0 |        21 | ![](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 |        25 | ![](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               |          |        |                |                   |               |              |                  |                |                     |            |                    |                 |          |            |                |             |          |        |               |                 |              |           |             |                       |             |         |            |       |            |                |         |              |                  |         |            |        |           |         |            |         |                |        |          |              |           |         |       |           |              |                     |                   |                    |       |               |         |         |          |
|   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              |                     |            |                    |                 |          |            |                |             |          |        |               |                 |              |           |             |                       |             |         |            |       |            |                |         |              |                  |         |            |        |           |         |            |         |                |        |          |              |           |         |       |           |              |                     |                   |                    |       |               |         |         |          |
|   3 |         7 | ![](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           |         |            |       |            |                |         |              |                  |         |            |        |           |         |            |         |                |        |          |              |           |         |       |           |              |                     |                   |                    |       |               |         |         |          |
|   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 |         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     | 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 welrod\_mkii/ウェルロッドMkII/维尔德MkⅡ (Girls' Frontline)
============================================================


This is the dataset of welrod\_mkii/ウェルロッドMkII/维尔德MkⅡ (Girls' Frontline), containing 334 images and their tags.


The core tags of this character are 'blonde\_hair, green\_eyes, short\_hair, breasts, twintails, bangs, braid, medium\_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