---
license: mit
task_categories:
- text-to-image
tags:
- art
- not-for-all-audiences
size_categories:
- n<1K
---

# Dataset of p38/P38/P38 (Girls' Frontline)

This is the dataset of p38/P38/P38 (Girls' Frontline), containing 11 images and their tags.

The core tags of this character are `brown_hair, hat, garrison_cap, military_hat, long_hair, purple_eyes, bangs`, 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              |       11 | 6.75 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/p38_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       11 | 5.59 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/p38_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |       21 | 10.99 MiB | [Download](https://huggingface.co/datasets/CyberHarem/p38_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       11 | 6.48 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/p38_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |       21 | 12.02 MiB | [Download](https://huggingface.co/datasets/CyberHarem/p38_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/p38_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, military_uniform, solo, belt, white_background, handgun, iron_cross, jacket, open_mouth, black_skirt, boots, holding_gun, holster, looking_at_viewer, simple_background, thighhighs, collared_shirt, pleated_skirt, pouch, walther |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | military_uniform   | solo   | belt   | white_background   | handgun   | iron_cross   | jacket   | open_mouth   | black_skirt   | boots   | holding_gun   | holster   | looking_at_viewer   | simple_background   | thighhighs   | collared_shirt   | pleated_skirt   | pouch   | walther   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------------------|:-------|:-------|:-------------------|:----------|:-------------|:---------|:-------------|:--------------|:--------|:--------------|:----------|:--------------------|:--------------------|:-------------|:-----------------|:----------------|:--------|:----------|
|   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         |