
# Dataset of 9a_91/9A-91/9A-91 (Girls' Frontline)

This is the dataset of 9a_91/9A-91/9A-91 (Girls' Frontline), containing 413 images and their tags.

The core tags of this character are `long_hair, blue_eyes, hair_ornament, breasts, hair_between_eyes, bangs, star_hair_ornament, medium_breasts, very_long_hair, hat, beret, white_hair, red_headwear, grey_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              |      413 | 593.82 MiB | [Download](https://huggingface.co/datasets/CyberHarem/9a_91_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      413 | 311.03 MiB | [Download](https://huggingface.co/datasets/CyberHarem/9a_91_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1041 | 695.41 MiB | [Download](https://huggingface.co/datasets/CyberHarem/9a_91_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      413 | 513.65 MiB | [Download](https://huggingface.co/datasets/CyberHarem/9a_91_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1041 | 999.58 MiB | [Download](https://huggingface.co/datasets/CyberHarem/9a_91_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/9a_91_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, navel, nipples, 1boy, hetero, open_mouth, spread_legs, star_(symbol), blush, completely_nude, solo_focus, looking_at_viewer, penis, sex, vaginal, cum_in_pussy, on_back, bed_sheet, sweat, uncensored                                                                                                                                                                                           |
|   1 |        14 | ![](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, black_panties, blush, looking_at_viewer, red_scarf, solo, star_(symbol), blue_dress, navel, see-through, simple_background, white_background, black_thighhighs, smile, closed_mouth, short_sleeves, brown_gloves, cowboy_shot, pouch, puffy_sleeves, side-tie_panties                                                                                                                           |
|   2 |        26 | ![](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, black_panties, blue_dress, gloves, red_scarf, see-through, solo, star_(symbol), assault_rifle, thighhighs, holding_gun, looking_at_viewer, navel, ammunition_pouch, blush, closed_mouth, short_sleeves, trigger_discipline                                                                                                                                                                      |
|   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, looking_at_viewer, red_scarf, solo, star_(symbol), upper_body, blush, simple_background, brown_gloves, puffy_short_sleeves, blue_dress, white_background, closed_mouth, sidelocks, navel, open_mouth, 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) | 1girl, blush, juliet_sleeves, looking_at_viewer, maid_headdress, solo, white_thighhighs, dress_lift, frills, garter_straps, lifted_by_self, alternate_costume, black_footwear, closed_mouth, hairclip, simple_background, waist_apron, white_panties, black_dress, cleavage, garter_belt, knee_boots, pink_panties, white_apron, white_background                                                      |
|   5 |        19 | ![](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) | 1girl, looking_at_viewer, maid_headdress, solo, blush, hairclip, frills, white_background, ponytail, juliet_sleeves, simple_background, white_thighhighs, official_alternate_costume, waist_apron, garter_straps, smile, closed_mouth, hair_bow, open_mouth, cleavage                                                                                                                                  |
|   6 |         5 | ![](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) | 1girl, ass, blush, looking_at_viewer, ponytail, solo, white_thighhighs, maid_headdress, white_background, garter_belt, garter_straps, sitting, waist_apron, cleavage, enmaided, juliet_sleeves, open_mouth, simple_background, white_panties                                                                                                                                                           |
|   7 |        13 | ![](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, solo, blush, looking_at_viewer, smile, hair_flower, floral_print, wide_sleeves, hakama_skirt, open_mouth, happy_new_year, long_sleeves, side_ponytail, blue_kimono, closed_mouth, official_alternate_costume                                                                                                                                                                                    |
|   8 |         6 | ![](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, detached_collar, looking_at_viewer, playboy_bunny, rabbit_ears, rabbit_tail, solo, strapless_leotard, cleavage, fake_animal_ears, star_(symbol), wrist_cuffs, alternate_costume, bare_shoulders, black_leotard, blush, highleg_leotard, simple_background, black_pantyhose, brown_pantyhose, closed_mouth, covered_navel, cowboy_shot, fake_tail, hairband, red_bowtie, rifle, white_background |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | navel   | nipples   | 1boy   | hetero   | open_mouth   | spread_legs   | star_(symbol)   | blush   | completely_nude   | solo_focus   | looking_at_viewer   | penis   | sex   | vaginal   | cum_in_pussy   | on_back   | bed_sheet   | sweat   | uncensored   | black_panties   | red_scarf   | solo   | blue_dress   | see-through   | simple_background   | white_background   | black_thighhighs   | smile   | closed_mouth   | short_sleeves   | brown_gloves   | cowboy_shot   | pouch   | puffy_sleeves   | side-tie_panties   | gloves   | assault_rifle   | thighhighs   | holding_gun   | ammunition_pouch   | trigger_discipline   | upper_body   | puffy_short_sleeves   | sidelocks   | juliet_sleeves   | maid_headdress   | white_thighhighs   | dress_lift   | frills   | garter_straps   | lifted_by_self   | alternate_costume   | black_footwear   | hairclip   | waist_apron   | white_panties   | black_dress   | cleavage   | garter_belt   | knee_boots   | pink_panties   | white_apron   | ponytail   | official_alternate_costume   | hair_bow   | ass   | sitting   | enmaided   | hair_flower   | floral_print   | wide_sleeves   | hakama_skirt   | happy_new_year   | long_sleeves   | side_ponytail   | blue_kimono   | detached_collar   | playboy_bunny   | rabbit_ears   | rabbit_tail   | strapless_leotard   | fake_animal_ears   | wrist_cuffs   | bare_shoulders   | black_leotard   | highleg_leotard   | black_pantyhose   | brown_pantyhose   | covered_navel   | fake_tail   | hairband   | red_bowtie   | rifle   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:----------|:-------|:---------|:-------------|:--------------|:----------------|:--------|:------------------|:-------------|:--------------------|:--------|:------|:----------|:---------------|:----------|:------------|:--------|:-------------|:----------------|:------------|:-------|:-------------|:--------------|:--------------------|:-------------------|:-------------------|:--------|:---------------|:----------------|:---------------|:--------------|:--------|:----------------|:-------------------|:---------|:----------------|:-------------|:--------------|:-------------------|:---------------------|:-------------|:----------------------|:------------|:-----------------|:-----------------|:-------------------|:-------------|:---------|:----------------|:-----------------|:--------------------|:-----------------|:-----------|:--------------|:----------------|:--------------|:-----------|:--------------|:-------------|:---------------|:--------------|:-----------|:-----------------------------|:-----------|:------|:----------|:-----------|:--------------|:---------------|:---------------|:---------------|:-----------------|:---------------|:----------------|:--------------|:------------------|:----------------|:--------------|:--------------|:--------------------|:-------------------|:--------------|:-----------------|:----------------|:------------------|:------------------|:------------------|:----------------|:------------|:-----------|:-------------|:--------|
|   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         | X           | X       | X            |                 |             |        |              |               |                     |                    |                    |         |                |                 |                |               |         |                 |                    |          |                 |              |               |                    |                      |              |                       |             |                  |                  |                    |              |          |                 |                  |                     |                  |            |               |                 |               |            |               |              |                |               |            |                              |            |       |           |            |               |                |                |                |                  |                |                 |               |                   |                 |               |               |                     |                    |               |                  |                 |                   |                   |                   |                 |             |            |              |         |
|   1 |        14 | ![](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                  |          |                 |              |               |                    |                      |              |                       |             |                  |                  |                    |              |          |                 |                  |                     |                  |            |               |                 |               |            |               |              |                |               |            |                              |            |       |           |            |               |                |                |                |                  |                |                 |               |                   |                 |               |               |                     |                    |               |                  |                 |                   |                   |                   |                 |             |            |              |         |
|   2 |        26 | ![](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                    |              |                       |             |                  |                  |                    |              |          |                 |                  |                     |                  |            |               |                 |               |            |               |              |                |               |            |                              |            |       |           |            |               |                |                |                |                  |                |                 |               |                   |                 |               |               |                     |                    |               |                  |                 |                   |                   |                   |                 |             |            |              |         |
|   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           |                  |                  |                    |              |          |                 |                  |                     |                  |            |               |                 |               |            |               |              |                |               |            |                              |            |       |           |            |               |                |                |                |                  |                |                 |               |                   |                 |               |               |                     |                    |               |                  |                 |                   |                   |                   |                 |             |            |              |         |
|   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                | X                | X                  | X            | X        | X               | X                | X                   | X                | X          | X             | X               | X             | X          | X             | X            | X              | X             |            |                              |            |       |           |            |               |                |                |                |                  |                |                 |               |                   |                 |               |               |                     |                    |               |                  |                 |                   |                   |                   |                 |             |            |              |         |
|   5 |        19 | ![](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          |       |           |            |               |                |                |                |                  |                |                 |               |                   |                 |               |               |                     |                    |               |                  |                 |                   |                   |                   |                 |             |            |              |         |
|   6 |         5 | ![](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          |               |                |                |                |                  |                |                 |               |                   |                 |               |               |                     |                    |               |                  |                 |                   |                   |                   |                 |             |            |              |         |
|   7 |        13 | ![](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             |                   |                 |               |               |                     |                    |               |                  |                 |                   |                   |                   |                 |             |            |              |         |
|   8 |         6 | ![](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                 | 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 9a\_91/9A-91/9A-91 (Girls' Frontline)
================================================


This is the dataset of 9a\_91/9A-91/9A-91 (Girls' Frontline), containing 413 images and their tags.


The core tags of this character are 'long\_hair, blue\_eyes, hair\_ornament, breasts, hair\_between\_eyes, bangs, star\_hair\_ornament, medium\_breasts, very\_long\_hair, hat, beret, white\_hair, red\_headwear, grey\_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