
# Dataset of js_9/JS9/JS9 (Girls' Frontline)

This is the dataset of js_9/JS9/JS9 (Girls' Frontline), containing 33 images and their tags.

The core tags of this character are `brown_hair, long_hair, red_eyes, breasts, hairband, bangs, hair_ornament, mole_under_eye, mole, large_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              |       33 | 40.14 MiB | [Download](https://huggingface.co/datasets/CyberHarem/js_9_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       33 | 24.86 MiB | [Download](https://huggingface.co/datasets/CyberHarem/js_9_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |       82 | 50.48 MiB | [Download](https://huggingface.co/datasets/CyberHarem/js_9_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       33 | 35.54 MiB | [Download](https://huggingface.co/datasets/CyberHarem/js_9_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |       82 | 64.59 MiB | [Download](https://huggingface.co/datasets/CyberHarem/js_9_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/js_9_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, solo, looking_at_viewer, single_mechanical_arm, blue_jacket, scarf, blush, gloves, headset, simple_background, white_background, holding, open_mouth, single_thighhigh, uneven_legwear, upper_body    |
|   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, eyewear_on_head, mechanical_arms, solo, sunglasses, white_bikini, looking_at_viewer, navel, official_alternate_costume, black_shorts, cleavage, standing, watermelon_bar, belt, collarbone, twintails |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | solo   | looking_at_viewer   | single_mechanical_arm   | blue_jacket   | scarf   | blush   | gloves   | headset   | simple_background   | white_background   | holding   | open_mouth   | single_thighhigh   | uneven_legwear   | upper_body   | eyewear_on_head   | mechanical_arms   | sunglasses   | white_bikini   | navel   | official_alternate_costume   | black_shorts   | cleavage   | standing   | watermelon_bar   | belt   | collarbone   | twintails   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------------------|:------------------------|:--------------|:--------|:--------|:---------|:----------|:--------------------|:-------------------|:----------|:-------------|:-------------------|:-----------------|:-------------|:------------------|:------------------|:-------------|:---------------|:--------|:-----------------------------|:---------------|:-----------|:-----------|:-----------------|:-------|:-------------|:------------|
|   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            |                   |                   |              |                |         |                              |                |            |            |                  |        |              |             |
|   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           |


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 js\_9/JS9/JS9 (Girls' Frontline)
===========================================


This is the dataset of js\_9/JS9/JS9 (Girls' Frontline), containing 33 images and their tags.


The core tags of this character are 'brown\_hair, long\_hair, red\_eyes, breasts, hairband, bangs, hair\_ornament, mole\_under\_eye, mole, large\_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