
# Dataset of gr_g36/GrG36/G36 (Girls' Frontline)

This is the dataset of gr_g36/GrG36/G36 (Girls' Frontline), containing 287 images and their tags.

The core tags of this character are `blonde_hair, braid, blue_eyes, bangs, breasts, long_hair, maid_headdress, braided_bangs, medium_breasts, hair_between_eyes, very_long_hair`, 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              |      287 | 394.77 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gr_g36_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      287 | 223.27 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gr_g36_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      707 | 476.91 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gr_g36_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      287 | 346.54 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gr_g36_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      707 | 663.91 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gr_g36_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_g36_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, looking_at_viewer, solo, white_background, short_sleeves, simple_background, white_gloves, maid_apron, red_necktie, puffy_sleeves, blush, closed_mouth, dress, braided_ponytail, frills, white_apron, white_shirt                                                                                                                                                                                                                                            |
|   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, holding_gun, solo, assault_rifle, maid_apron, looking_at_viewer, white_gloves, closed_mouth, red_necktie, frills, short_sleeves, braided_ponytail, puffy_sleeves, skirt                                                                                                                                                                                                                                                                                      |
|   2 |         7 | ![](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, assault_rifle, black_gloves, looking_at_viewer, mod3_(girls'_frontline), solo, armor, black_pantyhose, maid_apron, medium_hair, skirt, closed_mouth, holding_gun, navel, fingerless_gloves, midriff, shirt, character_name, full_body, simple_background                                                                                                                                                                                                     |
|   3 |         8 | ![](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, black_gloves, looking_at_viewer, mod3_(girls'_frontline), navel, solo, black_pantyhose, fingerless_gloves, maid_apron, medium_hair, skirt, closed_mouth, simple_background, white_background, armor, blush, midriff, shirt, smile                                                                                                                                                                                                                            |
|   4 |         5 | ![](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) | 2girls, maid_apron, red_necktie, white_background, holding, white_gloves, blush, closed_mouth                                                                                                                                                                                                                                                                                                                                                                       |
|   5 |         5 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-sample4.png) | aged_down, black_dress, blush, glasses, red_bow, sleeveless_dress, white_apron, white_gloves, 1girl, black_footwear, frilled_apron, looking_at_viewer, open_mouth, shoes, simple_background, solo, white_socks, holding_tray, kneehighs, short_hair, bottle, bowtie, drinking_glass, full_body, green_eyes, hair_bow, maid_apron, official_alternate_costume, parted_lips, spoken_question_mark, standing_on_one_leg, waist_apron, white_background, white_bloomers |
|   6 |        20 | ![](samples/6/clu6-sample0.png) | ![](samples/6/clu6-sample1.png) | ![](samples/6/clu6-sample2.png) | ![](samples/6/clu6-sample3.png) | ![](samples/6/clu6-sample4.png) | bare_shoulders, bridal_veil, wedding_dress, white_dress, 1girl, smile, solo, blush, looking_at_viewer, official_alternate_costume, earrings, sidelocks, cleavage, collarbone, off_shoulder, necklace, simple_background, strapless_dress, choker, closed_mouth, hair_flower, shawl, white_background, white_gloves                                                                                                                                                  |
|   7 |         5 | ![](samples/7/clu7-sample0.png) | ![](samples/7/clu7-sample1.png) | ![](samples/7/clu7-sample2.png) | ![](samples/7/clu7-sample3.png) | ![](samples/7/clu7-sample4.png) | 1girl, black_bikini, collarbone, frilled_bikini, looking_at_viewer, navel, blush, cleavage, hair_flower, solo, maid_bikini, necklace, official_alternate_costume, ponytail, smile, bare_shoulders, beach, closed_mouth, cup, food, holding, ocean, open_mouth, outdoors, sidelocks, simple_background, sky, white_background                                                                                                                                        |
|   8 |         8 | ![](samples/8/clu8-sample0.png) | ![](samples/8/clu8-sample1.png) | ![](samples/8/clu8-sample2.png) | ![](samples/8/clu8-sample3.png) | ![](samples/8/clu8-sample4.png) | 1girl, obi, blush, hair_flower, looking_at_viewer, solo, yukata, blue_kimono, alternate_hairstyle, holding, official_alternate_costume, barefoot, sidelocks, bamboo, bare_shoulders, off_shoulder, open_mouth, sitting, smile, standing, water, wide_sleeves                                                                                                                                                                                                        |
|   9 |         7 | ![](samples/9/clu9-sample0.png) | ![](samples/9/clu9-sample1.png) | ![](samples/9/clu9-sample2.png) | ![](samples/9/clu9-sample3.png) | ![](samples/9/clu9-sample4.png) | 1boy, 1girl, blush, hetero, navel, nipples, penis, solo_focus, collarbone, nude, sex, vaginal, cum_in_pussy, large_breasts, choker, looking_at_viewer, on_back, open_mouth, open_shirt, overflow, uncensored, white_shirt                                                                                                                                                                                                                                           |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | looking_at_viewer   | solo   | white_background   | short_sleeves   | simple_background   | white_gloves   | maid_apron   | red_necktie   | puffy_sleeves   | blush   | closed_mouth   | dress   | braided_ponytail   | frills   | white_apron   | white_shirt   | holding_gun   | assault_rifle   | skirt   | black_gloves   | mod3_(girls'_frontline)   | armor   | black_pantyhose   | medium_hair   | navel   | fingerless_gloves   | midriff   | shirt   | character_name   | full_body   | smile   | 2girls   | holding   | aged_down   | black_dress   | glasses   | red_bow   | sleeveless_dress   | black_footwear   | frilled_apron   | open_mouth   | shoes   | white_socks   | holding_tray   | kneehighs   | short_hair   | bottle   | bowtie   | drinking_glass   | green_eyes   | hair_bow   | official_alternate_costume   | parted_lips   | spoken_question_mark   | standing_on_one_leg   | waist_apron   | white_bloomers   | bare_shoulders   | bridal_veil   | wedding_dress   | white_dress   | earrings   | sidelocks   | cleavage   | collarbone   | off_shoulder   | necklace   | strapless_dress   | choker   | hair_flower   | shawl   | black_bikini   | frilled_bikini   | maid_bikini   | ponytail   | beach   | cup   | food   | ocean   | outdoors   | sky   | obi   | yukata   | blue_kimono   | alternate_hairstyle   | barefoot   | bamboo   | sitting   | standing   | water   | wide_sleeves   | 1boy   | hetero   | nipples   | penis   | solo_focus   | nude   | sex   | vaginal   | cum_in_pussy   | large_breasts   | on_back   | open_shirt   | overflow   | uncensored   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-------|:-------------------|:----------------|:--------------------|:---------------|:-------------|:--------------|:----------------|:--------|:---------------|:--------|:-------------------|:---------|:--------------|:--------------|:--------------|:----------------|:--------|:---------------|:--------------------------|:--------|:------------------|:--------------|:--------|:--------------------|:----------|:--------|:-----------------|:------------|:--------|:---------|:----------|:------------|:--------------|:----------|:----------|:-------------------|:-----------------|:----------------|:-------------|:--------|:--------------|:---------------|:------------|:-------------|:---------|:---------|:-----------------|:-------------|:-----------|:-----------------------------|:--------------|:-----------------------|:----------------------|:--------------|:-----------------|:-----------------|:--------------|:----------------|:--------------|:-----------|:------------|:-----------|:-------------|:---------------|:-----------|:------------------|:---------|:--------------|:--------|:---------------|:-----------------|:--------------|:-----------|:--------|:------|:-------|:--------|:-----------|:------|:------|:---------|:--------------|:----------------------|:-----------|:---------|:----------|:-----------|:--------|:---------------|:-------|:---------|:----------|:--------|:-------------|:-------|:------|:----------|:---------------|:----------------|:----------|:-------------|:-----------|:-------------|
|   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             |               |                 |         |                |                           |         |                   |               |         |                     |           |         |                  |             |         |          |           |             |               |           |           |                    |                  |                 |              |         |               |                |             |              |          |          |                  |              |            |                              |               |                        |                       |               |                  |                  |               |                 |               |            |             |            |              |                |            |                   |          |               |         |                |                  |               |            |         |       |        |         |            |       |       |          |               |                       |            |          |           |            |         |                |        |          |           |         |              |        |       |           |                |                 |           |              |            |              |
|   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       |                |                           |         |                   |               |         |                     |           |         |                  |             |         |          |           |             |               |           |           |                    |                  |                 |              |         |               |                |             |              |          |          |                  |              |            |                              |               |                        |                       |               |                  |                  |               |                 |               |            |             |            |              |                |            |                   |          |               |         |                |                  |               |            |         |       |        |         |            |       |       |          |               |                       |            |          |           |            |         |                |        |          |           |         |              |        |       |           |                |                 |           |              |            |              |
|   2 |         7 | ![](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           |         |          |           |             |               |           |           |                    |                  |                 |              |         |               |                |             |              |          |          |                  |              |            |                              |               |                        |                       |               |                  |                  |               |                 |               |            |             |            |              |                |            |                   |          |               |         |                |                  |               |            |         |       |        |         |            |       |       |          |               |                       |            |          |           |            |         |                |        |          |           |         |              |        |       |           |                |                 |           |              |            |              |
|   3 |         8 | ![](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       |          |           |             |               |           |           |                    |                  |                 |              |         |               |                |             |              |          |          |                  |              |            |                              |               |                        |                       |               |                  |                  |               |                 |               |            |             |            |              |                |            |                   |          |               |         |                |                  |               |            |         |       |        |         |            |       |       |          |               |                       |            |          |           |            |         |                |        |          |           |         |              |        |       |           |                |                 |           |              |            |              |
|   4 |         5 | ![](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         |             |               |           |           |                    |                  |                 |              |         |               |                |             |              |          |          |                  |              |            |                              |               |                        |                       |               |                  |                  |               |                 |               |            |             |            |              |                |            |                   |          |               |         |                |                  |               |            |         |       |        |         |            |       |       |          |               |                       |            |          |           |            |         |                |        |          |           |         |              |        |       |           |                |                 |           |              |            |              |
|   5 |         5 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-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                |                  |               |                 |               |            |             |            |              |                |            |                   |          |               |         |                |                  |               |            |         |       |        |         |            |       |       |          |               |                       |            |          |           |            |         |                |        |          |           |         |              |        |       |           |                |                 |           |              |            |              |
|   6 |        20 | ![](samples/6/clu6-sample0.png) | ![](samples/6/clu6-sample1.png) | ![](samples/6/clu6-sample2.png) | ![](samples/6/clu6-sample3.png) | ![](samples/6/clu6-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       |                |                  |               |            |         |       |        |         |            |       |       |          |               |                       |            |          |           |            |         |                |        |          |           |         |              |        |       |           |                |                 |           |              |            |              |
|   7 |         5 | ![](samples/7/clu7-sample0.png) | ![](samples/7/clu7-sample1.png) | ![](samples/7/clu7-sample2.png) | ![](samples/7/clu7-sample3.png) | ![](samples/7/clu7-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     |       |          |               |                       |            |          |           |            |         |                |        |          |           |         |              |        |       |           |                |                 |           |              |            |              |
|   8 |         8 | ![](samples/8/clu8-sample0.png) | ![](samples/8/clu8-sample1.png) | ![](samples/8/clu8-sample2.png) | ![](samples/8/clu8-sample3.png) | ![](samples/8/clu8-sample4.png) | X       | X                   | X      |                    |                 |                     |                |              |               |                 | X       |                |         |                    |          |               |               |               |                 |         |                |                           |         |                   |               |         |                     |           |         |                  |             | X       |          | X         |             |               |           |           |                    |                  |                 | X            |         |               |                |             |              |          |          |                  |              |            | X                            |               |                        |                       |               |                  | X                |               |                 |               |            | X           |            |              | X              |            |                   |          | X             |         |                |                  |               |            |         |       |        |         |            |       | X     | X        | X             | X                     | X          | X        | X         | X          | X       | X              |        |          |           |         |              |        |       |           |                |                 |           |              |            |              |
|   9 |         7 | ![](samples/9/clu9-sample0.png) | ![](samples/9/clu9-sample1.png) | ![](samples/9/clu9-sample2.png) | ![](samples/9/clu9-sample3.png) | ![](samples/9/clu9-sample4.png) | 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\_g36/GrG36/G36 (Girls' Frontline)
===============================================


This is the dataset of gr\_g36/GrG36/G36 (Girls' Frontline), containing 287 images and their tags.


The core tags of this character are 'blonde\_hair, braid, blue\_eyes, bangs, breasts, long\_hair, maid\_headdress, braided\_bangs, medium\_breasts, hair\_between\_eyes, very\_long\_hair', 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