
# Dataset of gr_mg5/GrMG5/MG5 (Girls' Frontline)

This is the dataset of gr_mg5/GrMG5/MG5 (Girls' Frontline), containing 95 images and their tags.

The core tags of this character are `breasts, short_hair, hair_over_one_eye, grey_hair, large_breasts, blue_eyes`, 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              |       95 | 122.49 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gr_mg5_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       95 | 70.91 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/gr_mg5_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      214 | 138.62 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gr_mg5_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       95 | 109.23 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gr_mg5_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      214 | 196.16 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gr_mg5_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_mg5_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, fingerless_gloves, looking_at_viewer, solo, fur_trim, full_body, knee_boots, lace-up_boots, scarf, hood, official_alternate_costume, white_background, blush, christmas, cleavage, green_eyes, high_heel_boots, red_gloves, rifle, gift_box, medium_breasts, simple_background, torn_clothes                                                                                                                                                                         |
|   1 |         7 | ![](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, black_gloves, solo, blush, simple_background, aqua_eyes, bangs, belt, closed_mouth, white_background, cleavage_cutout, fingerless_gloves, green_eyes, upper_body                                                                                                                                                                                                                                                                                  |
|   2 |         5 | ![](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, aqua_eyes, black_scarf, closed_mouth, long_hair, solo, black_jacket, boots, hat, leather_jacket, looking_at_viewer, bag, bangs, brown_headwear, full_body, grey_scarf, official_alternate_costume, open_jacket, plaid_headwear, purple_hair, rifle, white_background, white_shirt, belt, blush, bottle, brown_pants, brown_vest, headwear_removed, holding_cup, holding_weapon, machine_gun, ponytail, sitting, standing, torn_clothes, weapon_over_shoulder, zipper |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | fingerless_gloves   | looking_at_viewer   | solo   | fur_trim   | full_body   | knee_boots   | lace-up_boots   | scarf   | hood   | official_alternate_costume   | white_background   | blush   | christmas   | cleavage   | green_eyes   | high_heel_boots   | red_gloves   | rifle   | gift_box   | medium_breasts   | simple_background   | torn_clothes   | black_gloves   | aqua_eyes   | bangs   | belt   | closed_mouth   | cleavage_cutout   | upper_body   | black_scarf   | long_hair   | black_jacket   | boots   | hat   | leather_jacket   | bag   | brown_headwear   | grey_scarf   | open_jacket   | plaid_headwear   | purple_hair   | white_shirt   | bottle   | brown_pants   | brown_vest   | headwear_removed   | holding_cup   | holding_weapon   | machine_gun   | ponytail   | sitting   | standing   | weapon_over_shoulder   | zipper   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:--------------------|:-------|:-----------|:------------|:-------------|:----------------|:--------|:-------|:-----------------------------|:-------------------|:--------|:------------|:-----------|:-------------|:------------------|:-------------|:--------|:-----------|:-----------------|:--------------------|:---------------|:---------------|:------------|:--------|:-------|:---------------|:------------------|:-------------|:--------------|:------------|:---------------|:--------|:------|:-----------------|:------|:-----------------|:-------------|:--------------|:-----------------|:--------------|:--------------|:---------|:--------------|:-------------|:-------------------|:--------------|:-----------------|:--------------|:-----------|:----------|:-----------|:-----------------------|:---------|
|   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            | X                 | X            | X       | X          | X                | X                   | X              |                |             |         |        |                |                   |              |               |             |                |         |       |                  |       |                  |              |               |                  |               |               |          |               |              |                    |               |                  |               |            |           |            |                        |          |
|   1 |         7 | ![](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            |               |             |                |         |       |                  |       |                  |              |               |                  |               |               |          |               |              |                    |               |                  |               |            |           |            |                        |          |
|   2 |         5 | ![](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             | 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\_mg5/GrMG5/MG5 (Girls' Frontline)
===============================================


This is the dataset of gr\_mg5/GrMG5/MG5 (Girls' Frontline), containing 95 images and their tags.


The core tags of this character are 'breasts, short\_hair, hair\_over\_one\_eye, grey\_hair, large\_breasts, blue\_eyes', 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