
# Dataset of p90/P90/P90 (Girls' Frontline)

This is the dataset of p90/P90/P90 (Girls' Frontline), containing 340 images and their tags.

The core tags of this character are `hair_bun, double_bun, red_eyes, short_hair, breasts, light_brown_hair, sunglasses, eyewear_on_head, bangs, medium_breasts, brown_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              |      340 | 613.58 MiB | [Download](https://huggingface.co/datasets/CyberHarem/p90_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      340 | 298.07 MiB | [Download](https://huggingface.co/datasets/CyberHarem/p90_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      901 | 684.36 MiB | [Download](https://huggingface.co/datasets/CyberHarem/p90_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      340 | 514.92 MiB | [Download](https://huggingface.co/datasets/CyberHarem/p90_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      901 | 1.01 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/p90_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/p90_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 |        70 | ![](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) | p90, 1girl, solo, choker, black_gloves, holding_gun, smile, jacket, looking_at_viewer, thighhighs, snap-fit_buckle, gas_mask, open_mouth, blush, partially_fingerless_gloves, thigh_strap                                                                                                                                                                                   |
|   1 |         5 | ![](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, choker, gas_mask, jacket, looking_at_viewer, snap-fit_buckle, solo, black_gloves, smile, tactical_clothes, white_background, open_clothes, thighhighs, blush, fingerless_gloves, open_mouth, shirt, simple_background                                                                                                                                                |
|   2 |        19 | ![](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, looking_at_viewer, solo, choker, smile, black_gloves, collarbone, jacket, blush, white_background, simple_background, partially_fingerless_gloves, open_mouth                                                                                                                                                                                                        |
|   3 |         5 | ![](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, blush, earrings, official_alternate_costume, smile, solo, black_gloves, choker, coat, long_sleeves, closed_mouth, looking_at_viewer, black_footwear, brown_necktie, brown_shirt, full_body, open_clothes                                                                                                                                                             |
|   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, black_footwear, black_gloves, blush, high_heel_boots, looking_at_viewer, official_alternate_costume, red_bow, solo, thigh_boots, black_thighhighs, choker, collarbone, gas_mask, hair_bow, p90, smile, black_shorts, christmas, full_body, hairclip, open_mouth, star_hair_ornament, bell, fur_trim, long_sleeves, off_shoulder, red_coat, snap-fit_buckle, standing |
|   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) | 1boy, 1girl, blush, hetero, large_breasts, nipples, open_mouth, penis, solo_focus, choker, sex, vaginal, cowgirl_position, cum_on_breasts, looking_at_viewer, official_alternate_costume, smile, bar_censor, black_gloves, cum_in_pussy, girl_on_top, hair_ornament, mosaic_censoring, navel, nude, partially_fingerless_gloves, pov, saliva, sweat, thighhighs, tongue     |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | p90   | 1girl   | solo   | choker   | black_gloves   | holding_gun   | smile   | jacket   | looking_at_viewer   | thighhighs   | snap-fit_buckle   | gas_mask   | open_mouth   | blush   | partially_fingerless_gloves   | thigh_strap   | tactical_clothes   | white_background   | open_clothes   | fingerless_gloves   | shirt   | simple_background   | collarbone   | earrings   | official_alternate_costume   | coat   | long_sleeves   | closed_mouth   | black_footwear   | brown_necktie   | brown_shirt   | full_body   | high_heel_boots   | red_bow   | thigh_boots   | black_thighhighs   | hair_bow   | black_shorts   | christmas   | hairclip   | star_hair_ornament   | bell   | fur_trim   | off_shoulder   | red_coat   | standing   | 1boy   | hetero   | large_breasts   | nipples   | penis   | solo_focus   | sex   | vaginal   | cowgirl_position   | cum_on_breasts   | bar_censor   | cum_in_pussy   | girl_on_top   | hair_ornament   | mosaic_censoring   | navel   | nude   | pov   | saliva   | sweat   | tongue   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:------|:--------|:-------|:---------|:---------------|:--------------|:--------|:---------|:--------------------|:-------------|:------------------|:-----------|:-------------|:--------|:------------------------------|:--------------|:-------------------|:-------------------|:---------------|:--------------------|:--------|:--------------------|:-------------|:-----------|:-----------------------------|:-------|:---------------|:---------------|:-----------------|:----------------|:--------------|:------------|:------------------|:----------|:--------------|:-------------------|:-----------|:---------------|:------------|:-----------|:---------------------|:-------|:-----------|:---------------|:-----------|:-----------|:-------|:---------|:----------------|:----------|:--------|:-------------|:------|:----------|:-------------------|:-----------------|:-------------|:---------------|:--------------|:----------------|:-------------------|:--------|:-------|:------|:---------|:--------|:---------|
|   0 |        70 | ![](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             |                    |                    |                |                     |         |                     |              |            |                              |        |                |                |                  |                 |               |             |                   |           |               |                    |            |                |             |            |                      |        |            |                |            |            |        |          |                 |           |         |              |       |           |                    |                  |              |                |               |                 |                    |         |        |       |          |         |          |
|   1 |         5 | ![](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                   |              |            |                              |        |                |                |                  |                 |               |             |                   |           |               |                    |            |                |             |            |                      |        |            |                |            |            |        |          |                 |           |         |              |       |           |                    |                  |              |                |               |                 |                    |         |        |       |          |         |          |
|   2 |        19 | ![](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            |            |                              |        |                |                |                  |                 |               |             |                   |           |               |                    |            |                |             |            |                      |        |            |                |            |            |        |          |                 |           |         |              |       |           |                    |                  |              |                |               |                 |                    |         |        |       |          |         |          |
|   3 |         5 | ![](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                    | 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        |


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 p90/P90/P90 (Girls' Frontline)
=========================================


This is the dataset of p90/P90/P90 (Girls' Frontline), containing 340 images and their tags.


The core tags of this character are 'hair\_bun, double\_bun, red\_eyes, short\_hair, breasts, light\_brown\_hair, sunglasses, eyewear\_on\_head, bangs, medium\_breasts, brown\_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