
# Dataset of sten_mkii/ステンMK-II/司登MkⅡ (Girls' Frontline)

This is the dataset of sten_mkii/ステンMK-II/司登MkⅡ (Girls' Frontline), containing 34 images and their tags.

The core tags of this character are `twintails, blonde_hair, long_hair, hat, beret, red_headwear, breasts, ribbon, yellow_eyes, bangs, hair_ribbon, 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              |       34 | 38.96 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sten_mkii_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       34 | 24.39 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sten_mkii_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |       82 | 50.51 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sten_mkii_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       34 | 35.66 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sten_mkii_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |       82 | 69.43 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sten_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/sten_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 |         7 | ![](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, white_background, simple_background, skirt, blush, looking_at_viewer, red_jacket, white_shirt, open_mouth                                                                                                                                                                                                                                                        |
|   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) | brown_skirt, collared_shirt, white_shirt, black_ribbon, long_sleeves, open_jacket, plaid_skirt, pleated_skirt, red_jacket, 1girl, brown_eyes, brown_footwear, hair_between_eyes, kneehighs, looking_at_viewer, shoes, solo, thighhighs, white_background, asymmetrical_legwear, blush, closed_mouth, dress_shirt, full_body, gun, school_uniform, simple_background, standing |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | solo   | white_background   | simple_background   | skirt   | blush   | looking_at_viewer   | red_jacket   | white_shirt   | open_mouth   | brown_skirt   | collared_shirt   | black_ribbon   | long_sleeves   | open_jacket   | plaid_skirt   | pleated_skirt   | brown_eyes   | brown_footwear   | hair_between_eyes   | kneehighs   | shoes   | thighhighs   | asymmetrical_legwear   | closed_mouth   | dress_shirt   | full_body   | gun   | school_uniform   | standing   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:-------------------|:--------------------|:--------|:--------|:--------------------|:-------------|:--------------|:-------------|:--------------|:-----------------|:---------------|:---------------|:--------------|:--------------|:----------------|:-------------|:-----------------|:--------------------|:------------|:--------|:-------------|:-----------------------|:---------------|:--------------|:------------|:------|:-----------------|:-----------|
|   0 |         7 | ![](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            |               |                  |                |                |               |               |                 |              |                  |                     |             |         |              |                        |                |               |             |       |                  |            |
|   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          |


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 sten\_mkii/ステンMK-II/司登MkⅡ (Girls' Frontline)
=======================================================


This is the dataset of sten\_mkii/ステンMK-II/司登MkⅡ (Girls' Frontline), containing 34 images and their tags.


The core tags of this character are 'twintails, blonde\_hair, long\_hair, hat, beret, red\_headwear, breasts, ribbon, yellow\_eyes, bangs, hair\_ribbon, 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
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