
# Dataset of sv_98/SV-98/SV-98 (Girls' Frontline)

This is the dataset of sv_98/SV-98/SV-98 (Girls' Frontline), containing 138 images and their tags.

The core tags of this character are `blonde_hair, long_hair, red_eyes, ponytail, hairband, bow, hair_bow, green_hairband, breasts, green_bow`, 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              |      138 | 213.26 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sv_98_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      138 | 102.36 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sv_98_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      346 | 229.64 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sv_98_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      138 | 178.97 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sv_98_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      346 | 354.52 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sv_98_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/sv_98_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 |        25 | ![](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, mod3_(girls'_frontline), white_jacket, black_gloves, white_scarf, artist_name, black_bodysuit, closed_mouth, smile, looking_at_viewer, white_background, multicolored_gloves, bolt_action, holding, sniper_rifle, black_thighhighs, simple_background, turtleneck, blush |
|   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) | 1girl, artist_name, blush, bangs, closed_mouth, looking_at_viewer, nipples, nude, smile, solo, mod3_(girls'_frontline), simple_background, standing, wedding_ring, white_background, medium_breasts, navel, tattoo                                                                    |
|   2 |         9 | ![](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) | 1boy, 1girl, hetero, nipples, penis, solo_focus, blush, completely_nude, pussy, sex, vaginal, artist_name, navel, pov, looking_at_viewer, large_breasts, open_mouth, bar_censor, cowgirl_position, girl_on_top, lying, mod3_(girls'_frontline), wedding_ring                          |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | solo   | mod3_(girls'_frontline)   | white_jacket   | black_gloves   | white_scarf   | artist_name   | black_bodysuit   | closed_mouth   | smile   | looking_at_viewer   | white_background   | multicolored_gloves   | bolt_action   | holding   | sniper_rifle   | black_thighhighs   | simple_background   | turtleneck   | blush   | bangs   | nipples   | nude   | standing   | wedding_ring   | medium_breasts   | navel   | tattoo   | 1boy   | hetero   | penis   | solo_focus   | completely_nude   | pussy   | sex   | vaginal   | pov   | large_breasts   | open_mouth   | bar_censor   | cowgirl_position   | girl_on_top   | lying   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------------------------|:---------------|:---------------|:--------------|:--------------|:-----------------|:---------------|:--------|:--------------------|:-------------------|:----------------------|:--------------|:----------|:---------------|:-------------------|:--------------------|:-------------|:--------|:--------|:----------|:-------|:-----------|:---------------|:-----------------|:--------|:---------|:-------|:---------|:--------|:-------------|:------------------|:--------|:------|:----------|:------|:----------------|:-------------|:-------------|:-------------------|:--------------|:--------|
|   0 |        25 | ![](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       |         |           |        |            |                |                  |         |          |        |          |         |              |                   |         |       |           |       |                 |              |              |                    |               |         |
|   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        |        |          |         |              |                   |         |       |           |       |                 |              |              |                    |               |         |
|   2 |         9 | ![](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                  | 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 sv\_98/SV-98/SV-98 (Girls' Frontline)
================================================


This is the dataset of sv\_98/SV-98/SV-98 (Girls' Frontline), containing 138 images and their tags.


The core tags of this character are 'blonde\_hair, long\_hair, red\_eyes, ponytail, hairband, bow, hair\_bow, green\_hairband, breasts, green\_bow', 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