
# Dataset of gr_g36c/GrG36c/G36C (Girls' Frontline)

This is the dataset of gr_g36c/GrG36c/G36C (Girls' Frontline), containing 117 images and their tags.

The core tags of this character are `long_hair, hair_over_one_eye, red_eyes, breasts, braid, hat, beret, bangs, grey_hair, large_breasts, side_braid, very_long_hair, red_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              |      117 | 176.26 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gr_g36c_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      117 | 94.86 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/gr_g36c_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      304 | 214.56 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gr_g36c_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      117 | 152.37 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gr_g36c_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      304 | 310.44 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gr_g36c_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_g36c_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 |         9 | ![](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, assault_rifle, holding_gun, solo, cleavage, medium_breasts, black_jacket, looking_at_viewer, simple_background, black_thighhighs, blush, closed_mouth, smile, white_background, black_skirt, boots, garter_straps                                                                                        |
|   1 |        10 | ![](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, looking_at_viewer, solo, blue_kimono, blush, cleavage, official_alternate_costume, yukata, collarbone, smile, obi, bare_shoulders, off_shoulder, simple_background, white_background, holding                                                                                                            |
|   2 |        15 | ![](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, blush, cleavage, official_alternate_costume, wedding_dress, bridal_veil, elbow_gloves, looking_at_viewer, smile, solo, white_dress, white_gloves, bare_shoulders, bride, simple_background, closed_mouth, white_background, garter_straps, sidelocks, white_headwear, red_rose, white_thighhighs, choker |
|   3 |         6 | ![](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, halloween_costume, looking_at_viewer, official_alternate_costume, open_mouth, solo, black_skirt, jack-o'-lantern, navel, blush, bandaged_arm, bow, cleavage, smile, standing, teeth                                                                                                                      |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | assault_rifle   | holding_gun   | solo   | cleavage   | medium_breasts   | black_jacket   | looking_at_viewer   | simple_background   | black_thighhighs   | blush   | closed_mouth   | smile   | white_background   | black_skirt   | boots   | garter_straps   | blue_kimono   | official_alternate_costume   | yukata   | collarbone   | obi   | bare_shoulders   | off_shoulder   | holding   | wedding_dress   | bridal_veil   | elbow_gloves   | white_dress   | white_gloves   | bride   | sidelocks   | white_headwear   | red_rose   | white_thighhighs   | choker   | halloween_costume   | open_mouth   | jack-o'-lantern   | navel   | bandaged_arm   | bow   | standing   | teeth   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:----------------|:--------------|:-------|:-----------|:-----------------|:---------------|:--------------------|:--------------------|:-------------------|:--------|:---------------|:--------|:-------------------|:--------------|:--------|:----------------|:--------------|:-----------------------------|:---------|:-------------|:------|:-----------------|:---------------|:----------|:----------------|:--------------|:---------------|:--------------|:---------------|:--------|:------------|:-----------------|:-----------|:-------------------|:---------|:--------------------|:-------------|:------------------|:--------|:---------------|:------|:-----------|:--------|
|   0 |         9 | ![](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 |        10 | ![](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         |                 |               |                |               |                |         |             |                  |            |                    |          |                     |              |                   |         |                |       |            |         |
|   2 |        15 | ![](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        |                     |              |                   |         |                |       |            |         |
|   3 |         6 | ![](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       |


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\_g36c/GrG36c/G36C (Girls' Frontline)
==================================================


This is the dataset of gr\_g36c/GrG36c/G36C (Girls' Frontline), containing 117 images and their tags.


The core tags of this character are 'long\_hair, hair\_over\_one\_eye, red\_eyes, breasts, braid, hat, beret, bangs, grey\_hair, large\_breasts, side\_braid, very\_long\_hair, red\_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
passage: 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