
# Dataset of saa/コルトSAA/柯尔特左轮 (Girls' Frontline)

This is the dataset of saa/コルトSAA/柯尔特左轮 (Girls' Frontline), containing 41 images and their tags.

The core tags of this character are `blonde_hair, long_hair, blue_eyes, hat, cowboy_hat, twintails, breasts, bangs, low_twintails`, 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              |       41 | 48.53 MiB | [Download](https://huggingface.co/datasets/CyberHarem/saa_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       41 | 28.27 MiB | [Download](https://huggingface.co/datasets/CyberHarem/saa_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      103 | 61.03 MiB | [Download](https://huggingface.co/datasets/CyberHarem/saa_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       41 | 43.84 MiB | [Download](https://huggingface.co/datasets/CyberHarem/saa_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      103 | 85.53 MiB | [Download](https://huggingface.co/datasets/CyberHarem/saa_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/saa_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 |         5 | ![](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, belt, bikini_top_only, christmas, full_body, handgun, holding, looking_at_viewer, navel, revolver, smile, solo, striped_thighhighs, blush, medium_breasts, official_alternate_costume, one_eye_closed, red_gloves, cola, santa_hat, short_shorts, single_thighhigh, soda_can, santa_costume, soda_bottle, torn_thighhighs                                                                                       |
|   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, belt, fingerless_gloves, midriff, navel, solo, handgun, revolver, smile, star_(symbol), tied_shirt, looking_at_viewer, fringe_trim, simple_background, single_thighhigh, very_long_hair, white_background, black_gloves, one_eye_closed, short_shorts, blush, boots, capelet, denim, facial_mark, fur_trim, garter_straps, hand_on_hip, highleg_panties, holding_gun, open_mouth, white_shirt, white_thighhighs |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | belt   | bikini_top_only   | christmas   | full_body   | handgun   | holding   | looking_at_viewer   | navel   | revolver   | smile   | solo   | striped_thighhighs   | blush   | medium_breasts   | official_alternate_costume   | one_eye_closed   | red_gloves   | cola   | santa_hat   | short_shorts   | single_thighhigh   | soda_can   | santa_costume   | soda_bottle   | torn_thighhighs   | fingerless_gloves   | midriff   | star_(symbol)   | tied_shirt   | fringe_trim   | simple_background   | very_long_hair   | white_background   | black_gloves   | boots   | capelet   | denim   | facial_mark   | fur_trim   | garter_straps   | hand_on_hip   | highleg_panties   | holding_gun   | open_mouth   | white_shirt   | white_thighhighs   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:------------------|:------------|:------------|:----------|:----------|:--------------------|:--------|:-----------|:--------|:-------|:---------------------|:--------|:-----------------|:-----------------------------|:-----------------|:-------------|:-------|:------------|:---------------|:-------------------|:-----------|:----------------|:--------------|:------------------|:--------------------|:----------|:----------------|:-------------|:--------------|:--------------------|:-----------------|:-------------------|:---------------|:--------|:----------|:--------|:--------------|:-----------|:----------------|:--------------|:------------------|:--------------|:-------------|:--------------|:-------------------|
|   0 |         5 | ![](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                 |                     |           |                 |              |               |                     |                  |                    |                |         |           |         |               |            |                 |               |                   |               |              |               |                    |
|   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               | 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 saa/コルトSAA/柯尔特左轮 (Girls' Frontline)
==============================================


This is the dataset of saa/コルトSAA/柯尔特左轮 (Girls' Frontline), containing 41 images and their tags.


The core tags of this character are 'blonde\_hair, long\_hair, blue\_eyes, hat, cowboy\_hat, twintails, breasts, bangs, low\_twintails', 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