
# Dataset of gr_g11/GrG11/G11 (Girls' Frontline)

This is the dataset of gr_g11/GrG11/G11 (Girls' Frontline), containing 433 images and their tags.

The core tags of this character are `long_hair, grey_hair, hat, hair_between_eyes, bangs, brown_eyes, very_long_hair, green_headwear`, 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              |      433 | 536.76 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gr_g11_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      433 | 319.39 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gr_g11_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      991 | 663.34 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gr_g11_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      433 | 481.22 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gr_g11_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      991 | 923.91 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gr_g11_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/gr_g11_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 |        13 | ![](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, open_clothes, scarf, solo, looking_at_viewer, green_jacket, upper_body, blush, open_mouth, simple_background, white_shirt, coat, parted_lips, shoulder_cutout, sidelocks, white_background, messy_hair                                                                                                                  |
|   1 |        32 | ![](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, assault_rifle, solo, holding_gun, green_jacket, black_shorts, looking_at_viewer, scarf, blush, short_shorts, off_shoulder, simple_background, open_jacket, open_mouth, white_background, white_shirt, knee_pads, parted_lips, standing                                                                                  |
|   2 |         8 | ![](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, knee_pads, looking_at_viewer, scarf, sitting, solo, black_shorts, green_jacket, short_shorts, simple_background, white_background, red_footwear, blush_stickers, closed_mouth, long_sleeves, shoulder_cutout, sleepy, thighs, messy_hair, off_shoulder, open_jacket, sneakers, thigh_strap, white_shirt                 |
|   3 |         5 | ![](samples/3/clu3-sample0.png) | ![](samples/3/clu3-sample1.png) | ![](samples/3/clu3-sample2.png) | ![](samples/3/clu3-sample3.png) | ![](samples/3/clu3-sample4.png) | 1girl, assault_rifle, bandaged_head, solo, torn_clothes, jack-o'-lantern, knife, looking_at_viewer, object_through_head, pumpkin, scarf, white_background, bandaged_leg, green_jacket, open_mouth, tombstone, bandaged_arm, barefoot, blush_stickers, halloween_costume, messy_hair, shirt, shorts, simple_background, sitting |
|   4 |        12 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-sample4.png) | 1girl, blush, 1boy, hetero, nipples, solo_focus, penis, on_back, sex, sweat, vaginal, navel, nude, open_mouth, pussy, small_breasts, cum, bar_censor                                                                                                                                                                           |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | open_clothes   | scarf   | solo   | looking_at_viewer   | green_jacket   | upper_body   | blush   | open_mouth   | simple_background   | white_shirt   | coat   | parted_lips   | shoulder_cutout   | sidelocks   | white_background   | messy_hair   | assault_rifle   | holding_gun   | black_shorts   | short_shorts   | off_shoulder   | open_jacket   | knee_pads   | standing   | sitting   | red_footwear   | blush_stickers   | closed_mouth   | long_sleeves   | sleepy   | thighs   | sneakers   | thigh_strap   | bandaged_head   | torn_clothes   | jack-o'-lantern   | knife   | object_through_head   | pumpkin   | bandaged_leg   | tombstone   | bandaged_arm   | barefoot   | halloween_costume   | shirt   | shorts   | 1boy   | hetero   | nipples   | solo_focus   | penis   | on_back   | sex   | sweat   | vaginal   | navel   | nude   | pussy   | small_breasts   | cum   | bar_censor   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:--------|:-------|:--------------------|:---------------|:-------------|:--------|:-------------|:--------------------|:--------------|:-------|:--------------|:------------------|:------------|:-------------------|:-------------|:----------------|:--------------|:---------------|:---------------|:---------------|:--------------|:------------|:-----------|:----------|:---------------|:-----------------|:---------------|:---------------|:---------|:---------|:-----------|:--------------|:----------------|:---------------|:------------------|:--------|:----------------------|:----------|:---------------|:------------|:---------------|:-----------|:--------------------|:--------|:---------|:-------|:---------|:----------|:-------------|:--------|:----------|:------|:--------|:----------|:--------|:-------|:--------|:----------------|:------|:-------------|
|   0 |        13 | ![](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 |        32 | ![](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          |           |                |                  |                |                |          |          |            |               |                 |                |                   |         |                       |           |                |             |                |            |                     |         |          |        |          |           |              |         |           |       |         |           |         |        |         |                 |       |              |
|   2 |         8 | ![](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          | X             |                 |                |                   |         |                       |           |                |             |                |            |                     |         |          |        |          |           |              |         |           |       |         |           |         |        |         |                 |       |              |
|   3 |         5 | ![](samples/3/clu3-sample0.png) | ![](samples/3/clu3-sample1.png) | ![](samples/3/clu3-sample2.png) | ![](samples/3/clu3-sample3.png) | ![](samples/3/clu3-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        |        |          |           |              |         |           |       |         |           |         |        |         |                 |       |              |
|   4 |        12 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-sample4.png) | 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 gr\_g11/GrG11/G11 (Girls' Frontline)
===============================================


This is the dataset of gr\_g11/GrG11/G11 (Girls' Frontline), containing 433 images and their tags.


The core tags of this character are 'long\_hair, grey\_hair, hat, hair\_between\_eyes, bangs, brown\_eyes, very\_long\_hair, green\_headwear', 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