
# Dataset of super_shorty/Super-Shorty/超级肖蒂 (Girls' Frontline)

This is the dataset of super_shorty/Super-Shorty/超级肖蒂 (Girls' Frontline), containing 124 images and their tags.

The core tags of this character are `blonde_hair, long_hair, blue_eyes, two_side_up, hat, bangs, ribbon, hair_ribbon, hair_between_eyes, blue_headwear, 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              |      124 | 151.19 MiB | [Download](https://huggingface.co/datasets/CyberHarem/super_shorty_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      124 | 83.99 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/super_shorty_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      306 | 193.54 MiB | [Download](https://huggingface.co/datasets/CyberHarem/super_shorty_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      124 | 131.69 MiB | [Download](https://huggingface.co/datasets/CyberHarem/super_shorty_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      306 | 285.73 MiB | [Download](https://huggingface.co/datasets/CyberHarem/super_shorty_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/super_shorty_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 |        11 | ![](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, 1boy, hetero, vaginal, navel, nipples, penis, sex, blush, spread_legs, loli, small_breasts, solo_focus, tears, cum_in_pussy, nude, open_mouth, simple_background, white_background, bar_censor, barefoot, feet, flat_chest, toes, uncensored                                                                                                           |
|   1 |         8 | ![](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_pantyhose, blue_jacket, blue_skirt, looking_at_viewer, pleated_skirt, red_necktie, solo, white_background, black_ribbon, blush, open_jacket, police_hat, simple_background, white_shirt, blazer, closed_mouth, collared_shirt, long_sleeves, very_long_hair, star_(symbol), sweater_vest, brown_sweater, holding_gun, peaked_cap, shotgun, smile |
|   2 |         7 | ![](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, looking_at_viewer, pocket_watch, solo, black_shorts, bowtie, hair_bow, top_hat, blue_bow, red_bow, rolling_suitcase, shirt, belt_buckle, black_footwear, black_headwear, cane, cape, full_body, high_heel_boots, luggage                                                                                                                 |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | 1boy   | hetero   | vaginal   | navel   | nipples   | penis   | sex   | blush   | spread_legs   | loli   | small_breasts   | solo_focus   | tears   | cum_in_pussy   | nude   | open_mouth   | simple_background   | white_background   | bar_censor   | barefoot   | feet   | flat_chest   | toes   | uncensored   | black_pantyhose   | blue_jacket   | blue_skirt   | looking_at_viewer   | pleated_skirt   | red_necktie   | solo   | black_ribbon   | open_jacket   | police_hat   | white_shirt   | blazer   | closed_mouth   | collared_shirt   | long_sleeves   | very_long_hair   | star_(symbol)   | sweater_vest   | brown_sweater   | holding_gun   | peaked_cap   | shotgun   | smile   | black_gloves   | pocket_watch   | black_shorts   | bowtie   | hair_bow   | top_hat   | blue_bow   | red_bow   | rolling_suitcase   | shirt   | belt_buckle   | black_footwear   | black_headwear   | cane   | cape   | full_body   | high_heel_boots   | luggage   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:---------|:----------|:--------|:----------|:--------|:------|:--------|:--------------|:-------|:----------------|:-------------|:--------|:---------------|:-------|:-------------|:--------------------|:-------------------|:-------------|:-----------|:-------|:-------------|:-------|:-------------|:------------------|:--------------|:-------------|:--------------------|:----------------|:--------------|:-------|:---------------|:--------------|:-------------|:--------------|:---------|:---------------|:-----------------|:---------------|:-----------------|:----------------|:---------------|:----------------|:--------------|:-------------|:----------|:--------|:---------------|:---------------|:---------------|:---------|:-----------|:----------|:-----------|:----------|:-------------------|:--------|:--------------|:-----------------|:-----------------|:-------|:-------|:------------|:------------------|:----------|
|   0 |        11 | ![](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            |                   |               |              |                     |                 |               |        |                |               |              |               |          |                |                  |                |                  |                 |                |                 |               |              |           |         |                |                |                |          |            |           |            |           |                    |         |               |                  |                  |        |        |             |                   |           |
|   1 |         8 | ![](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       |                |                |                |          |            |           |            |           |                    |         |               |                  |                  |        |        |             |                   |           |
|   2 |         7 | ![](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         |


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 super\_shorty/Super-Shorty/超级肖蒂 (Girls' Frontline)
=============================================================


This is the dataset of super\_shorty/Super-Shorty/超级肖蒂 (Girls' Frontline), containing 124 images and their tags.


The core tags of this character are 'blonde\_hair, long\_hair, blue\_eyes, two\_side\_up, hat, bangs, ribbon, hair\_ribbon, hair\_between\_eyes, blue\_headwear, 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