
# Dataset of gr_g28/GrG28/G28 (Girls' Frontline)

This is the dataset of gr_g28/GrG28/G28 (Girls' Frontline), containing 38 images and their tags.

The core tags of this character are `green_hair, breasts, long_hair, large_breasts, red_eyes, bangs, hair_ornament, one_side_up, hairclip, hat, mole, mole_on_breast`, 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              |       38 | 46.09 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gr_g28_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       38 | 27.24 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gr_g28_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |       88 | 57.71 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gr_g28_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       38 | 42.21 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gr_g28_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |       88 | 83.59 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gr_g28_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_g28_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, looking_at_viewer, solo, fingerless_gloves, open_mouth, orange_thighhighs, smile, holding_gun, jacket, orange_gloves, rifle, simple_background, white_background, boots, cleavage, full_body, garrison_cap, grey_dress, orange_ribbon, trigger_discipline, uniform      |
|   1 |         9 | ![](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, simple_background, solo, smile, white_background, cleavage, looking_at_viewer, blush, fingerless_gloves, multicolored_hair, open_mouth                                                                                                                                  |
|   2 |         6 | ![](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, solo, collarbone, earrings, looking_at_viewer, open_mouth, straw_hat, sun_hat, floral_print, frilled_bikini, holding, orange_eyes, :d, barefoot, blue_bikini, food, full_body, gun, hat_ribbon, jacket, navel, see-through |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | looking_at_viewer   | solo   | fingerless_gloves   | open_mouth   | orange_thighhighs   | smile   | holding_gun   | jacket   | orange_gloves   | rifle   | simple_background   | white_background   | boots   | cleavage   | full_body   | garrison_cap   | grey_dress   | orange_ribbon   | trigger_discipline   | uniform   | blush   | multicolored_hair   | official_alternate_costume   | collarbone   | earrings   | straw_hat   | sun_hat   | floral_print   | frilled_bikini   | holding   | orange_eyes   | :d   | barefoot   | blue_bikini   | food   | gun   | hat_ribbon   | navel   | see-through   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-------|:--------------------|:-------------|:--------------------|:--------|:--------------|:---------|:----------------|:--------|:--------------------|:-------------------|:--------|:-----------|:------------|:---------------|:-------------|:----------------|:---------------------|:----------|:--------|:--------------------|:-----------------------------|:-------------|:-----------|:------------|:----------|:---------------|:-----------------|:----------|:--------------|:-----|:-----------|:--------------|:-------|:------|:-------------|:--------|:--------------|
|   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         |         |                     |                              |              |            |             |           |                |                  |           |               |      |            |               |        |       |              |         |               |
|   1 |         9 | ![](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                   |                              |              |            |             |           |                |                  |           |               |      |            |               |        |       |              |         |               |
|   2 |         6 | ![](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       | 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\_g28/GrG28/G28 (Girls' Frontline)
===============================================


This is the dataset of gr\_g28/GrG28/G28 (Girls' Frontline), containing 38 images and their tags.


The core tags of this character are 'green\_hair, breasts, long\_hair, large\_breasts, red\_eyes, bangs, hair\_ornament, one\_side\_up, hairclip, hat, mole, mole\_on\_breast', 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