
# Dataset of lee_enfield/リー・エンフィールド/李-恩菲尔德 (Girls' Frontline)

This is the dataset of lee_enfield/リー・エンフィールド/李-恩菲尔德 (Girls' Frontline), containing 141 images and their tags.

The core tags of this character are `brown_hair, green_eyes, long_hair, breasts, braid, bangs, large_breasts, hair_ornament`, 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              |      141 | 178.43 MiB | [Download](https://huggingface.co/datasets/CyberHarem/lee_enfield_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      141 | 101.63 MiB | [Download](https://huggingface.co/datasets/CyberHarem/lee_enfield_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      322 | 205.64 MiB | [Download](https://huggingface.co/datasets/CyberHarem/lee_enfield_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      141 | 156.41 MiB | [Download](https://huggingface.co/datasets/CyberHarem/lee_enfield_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      322 | 291.43 MiB | [Download](https://huggingface.co/datasets/CyberHarem/lee_enfield_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/lee_enfield_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 |        27 | ![](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, white_gloves, solo, military_uniform, holding_gun, looking_at_viewer, closed_mouth, red_coat, simple_background, white_pants, bolt_action, scope, white_background                                                                                  |
|   1 |        17 | ![](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, solo, wedding_dress, white_leotard, white_thighhighs, bridal_veil, looking_at_viewer, blush, white_gloves, covered_navel, highleg_leotard, cleavage, bridal_gauntlets, french_braid, thighs, elbow_gloves, rifle, white_background, covered_nipples |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | white_gloves   | solo   | military_uniform   | holding_gun   | looking_at_viewer   | closed_mouth   | red_coat   | simple_background   | white_pants   | bolt_action   | scope   | white_background   | wedding_dress   | white_leotard   | white_thighhighs   | bridal_veil   | blush   | covered_navel   | highleg_leotard   | cleavage   | bridal_gauntlets   | french_braid   | thighs   | elbow_gloves   | rifle   | covered_nipples   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:-------|:-------------------|:--------------|:--------------------|:---------------|:-----------|:--------------------|:--------------|:--------------|:--------|:-------------------|:----------------|:----------------|:-------------------|:--------------|:--------|:----------------|:------------------|:-----------|:-------------------|:---------------|:---------|:---------------|:--------|:------------------|
|   0 |        27 | ![](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                  |                 |                 |                    |               |         |                 |                   |            |                    |                |          |                |         |                   |
|   1 |        17 | ![](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                 |


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 lee\_enfield/リー・エンフィールド/李-恩菲尔德 (Girls' Frontline)
============================================================


This is the dataset of lee\_enfield/リー・エンフィールド/李-恩菲尔德 (Girls' Frontline), containing 141 images and their tags.


The core tags of this character are 'brown\_hair, green\_eyes, long\_hair, breasts, braid, bangs, large\_breasts, hair\_ornament', 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