
# Dataset of gr_mg4/GrMG4/MG4 (Girls' Frontline)

This is the dataset of gr_mg4/GrMG4/MG4 (Girls' Frontline), containing 77 images and their tags.

The core tags of this character are `long_hair, hair_ornament, hairclip, yellow_eyes, bangs, very_long_hair, hair_between_eyes, grey_hair, breasts, twintails`, 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              |       77 | 100.26 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gr_mg4_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       77 | 57.36 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/gr_mg4_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      174 | 112.50 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gr_mg4_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       77 | 87.82 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/gr_mg4_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      174 | 155.58 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gr_mg4_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_mg4_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 |        21 | ![](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, white_shirt, black_shorts, long_sleeves, short_shorts, simple_background, thigh_strap, black_scarf, blush, closed_mouth, green_jacket, open_jacket, black_footwear, boots, brown_eyes, machine_gun, white_background, armband, holding_gun, black_necktie, full_body, thigh_holster                                              |
|   1 |        19 | ![](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, solo, serafuku, black_skirt, looking_at_viewer, black_pantyhose, blush, pleated_skirt, white_shirt, simple_background, jacket, sailor_collar, long_sleeves, official_alternate_costume, white_background, black_gloves, closed_mouth, full_body, gun, headphones, open_clothes, black_footwear, cardigan, green_neckerchief, holding, open_mouth, sitting |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | solo   | looking_at_viewer   | white_shirt   | black_shorts   | long_sleeves   | short_shorts   | simple_background   | thigh_strap   | black_scarf   | blush   | closed_mouth   | green_jacket   | open_jacket   | black_footwear   | boots   | brown_eyes   | machine_gun   | white_background   | armband   | holding_gun   | black_necktie   | full_body   | thigh_holster   | serafuku   | black_skirt   | black_pantyhose   | pleated_skirt   | jacket   | sailor_collar   | official_alternate_costume   | black_gloves   | gun   | headphones   | open_clothes   | cardigan   | green_neckerchief   | holding   | open_mouth   | sitting   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------------------|:--------------|:---------------|:---------------|:---------------|:--------------------|:--------------|:--------------|:--------|:---------------|:---------------|:--------------|:-----------------|:--------|:-------------|:--------------|:-------------------|:----------|:--------------|:----------------|:------------|:----------------|:-----------|:--------------|:------------------|:----------------|:---------|:----------------|:-----------------------------|:---------------|:------|:-------------|:---------------|:-----------|:--------------------|:----------|:-------------|:----------|
|   0 |        21 | ![](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             | X               | X           | X               |            |               |                   |                 |          |                 |                              |                |       |              |                |            |                     |           |              |           |
|   1 |        19 | ![](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              | 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\_mg4/GrMG4/MG4 (Girls' Frontline)
===============================================


This is the dataset of gr\_mg4/GrMG4/MG4 (Girls' Frontline), containing 77 images and their tags.


The core tags of this character are 'long\_hair, hair\_ornament, hairclip, yellow\_eyes, bangs, very\_long\_hair, hair\_between\_eyes, grey\_hair, breasts, twintails', 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