
# Dataset of skorpion/スコーピオン/蝎式 (Girls' Frontline)

This is the dataset of skorpion/スコーピオン/蝎式 (Girls' Frontline), containing 83 images and their tags.

The core tags of this character are `blonde_hair, blue_eyes, long_hair, eyepatch, twintails, hair_between_eyes, bangs, 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              |       83 | 96.01 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/skorpion_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       83 | 57.39 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/skorpion_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      196 | 120.10 MiB | [Download](https://huggingface.co/datasets/CyberHarem/skorpion_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       83 | 86.57 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/skorpion_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      196 | 162.52 MiB | [Download](https://huggingface.co/datasets/CyberHarem/skorpion_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/skorpion_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 |        17 | ![](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, smile, solo, gloves, looking_at_viewer, shorts, navel, submachine_gun, tongue_out, midriff, dual_wielding, holding_gun, simple_background, black_jacket, single_thighhigh, underwear, white_background                                                                                                                                                                                                          |
|   1 |        21 | ![](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) | black_gloves, elbow_gloves, official_alternate_costume, red_dress, 1girl, looking_at_viewer, solo, bare_shoulders, smile, strapless_dress, collarbone, low_ponytail, rose_petals, hair_ribbon, blush, red_rose, thigh_strap, black_ribbon, cleavage, very_long_hair, white_background, belt, buckle, medium_breasts, standing, full_body, gun, alternate_hairstyle, black_choker, black_footwear, boots, cape, holding |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | smile   | solo   | gloves   | looking_at_viewer   | shorts   | navel   | submachine_gun   | tongue_out   | midriff   | dual_wielding   | holding_gun   | simple_background   | black_jacket   | single_thighhigh   | underwear   | white_background   | black_gloves   | elbow_gloves   | official_alternate_costume   | red_dress   | bare_shoulders   | strapless_dress   | collarbone   | low_ponytail   | rose_petals   | hair_ribbon   | blush   | red_rose   | thigh_strap   | black_ribbon   | cleavage   | very_long_hair   | belt   | buckle   | medium_breasts   | standing   | full_body   | gun   | alternate_hairstyle   | black_choker   | black_footwear   | boots   | cape   | holding   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:-------|:---------|:--------------------|:---------|:--------|:-----------------|:-------------|:----------|:----------------|:--------------|:--------------------|:---------------|:-------------------|:------------|:-------------------|:---------------|:---------------|:-----------------------------|:------------|:-----------------|:------------------|:-------------|:---------------|:--------------|:--------------|:--------|:-----------|:--------------|:---------------|:-----------|:-----------------|:-------|:---------|:-----------------|:-----------|:------------|:------|:----------------------|:---------------|:-----------------|:--------|:-------|:----------|
|   0 |        17 | ![](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                  |                |                |                              |             |                  |                   |              |                |               |               |         |            |               |                |            |                  |        |          |                  |            |             |       |                       |                |                  |         |        |           |
|   1 |        21 | ![](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         |


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 skorpion/スコーピオン/蝎式 (Girls' Frontline)
================================================


This is the dataset of skorpion/スコーピオン/蝎式 (Girls' Frontline), containing 83 images and their tags.


The core tags of this character are 'blonde\_hair, blue\_eyes, long\_hair, eyepatch, twintails, hair\_between\_eyes, bangs, 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