
# Dataset of ribeyrolles/リベロール/利贝罗勒 (Girls' Frontline)

This is the dataset of ribeyrolles/リベロール/利贝罗勒 (Girls' Frontline), containing 184 images and their tags.

The core tags of this character are `long_hair, bangs, hair_between_eyes, very_long_hair, blue_eyes, white_hair, wavy_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              |      184 | 238.73 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ribeyrolles_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      184 | 128.86 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ribeyrolles_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      443 | 280.24 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ribeyrolles_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      184 | 207.43 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ribeyrolles_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      443 | 404.28 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ribeyrolles_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/ribeyrolles_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 |         7 | ![](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, bandaged_leg, bare_shoulders, dress, looking_at_viewer, sitting, solo, bandaged_neck, blood_bag, blush, intravenous_drip, simple_background, barefoot, white_background, wide_sleeves, closed_mouth, detached_sleeves, side_cutout, full_body, hand_up, parted_lips                                                                                                      |
|   1 |        11 | ![](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, bandaged_leg, intravenous_drip, looking_at_viewer, bandaged_neck, blood_bag, closed_mouth, holding_gun, simple_background, white_background, assault_rifle, blue_dress, blush, wide_sleeves, bare_shoulders                                                                                                                                                        |
|   2 |         6 | ![](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, simple_background, solo, white_background, bandaged_neck, blush, grey_eyes, grey_hair, closed_mouth, long_sleeves                                                                                                                                                                                                                                     |
|   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, navel, nipples, simple_background, white_background, cum_in_pussy, grey_hair, small_breasts, spread_legs, 1boy, after_sex, after_vaginal, completely_nude, cumdrip, hetero, on_back, open_mouth, shiny_skin, solo_focus, sweat, censored, closed_mouth, collarbone, heart-shaped_pupils, looking_at_viewer, nose_blush, penis, purple_eyes, tears, tongue_out, trembling |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | bandaged_leg   | bare_shoulders   | dress   | looking_at_viewer   | sitting   | solo   | bandaged_neck   | blood_bag   | blush   | intravenous_drip   | simple_background   | barefoot   | white_background   | wide_sleeves   | closed_mouth   | detached_sleeves   | side_cutout   | full_body   | hand_up   | parted_lips   | holding_gun   | assault_rifle   | blue_dress   | grey_eyes   | grey_hair   | long_sleeves   | navel   | nipples   | cum_in_pussy   | small_breasts   | spread_legs   | 1boy   | after_sex   | after_vaginal   | completely_nude   | cumdrip   | hetero   | on_back   | open_mouth   | shiny_skin   | solo_focus   | sweat   | censored   | collarbone   | heart-shaped_pupils   | nose_blush   | penis   | purple_eyes   | tears   | tongue_out   | trembling   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:-----------------|:--------|:--------------------|:----------|:-------|:----------------|:------------|:--------|:-------------------|:--------------------|:-----------|:-------------------|:---------------|:---------------|:-------------------|:--------------|:------------|:----------|:--------------|:--------------|:----------------|:-------------|:------------|:------------|:---------------|:--------|:----------|:---------------|:----------------|:--------------|:-------|:------------|:----------------|:------------------|:----------|:---------|:----------|:-------------|:-------------|:-------------|:--------|:-----------|:-------------|:----------------------|:-------------|:--------|:--------------|:--------|:-------------|:------------|
|   0 |         7 | ![](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         | X             |               |                 |              |             |             |                |         |           |                |                 |               |        |             |                 |                   |           |          |           |              |              |              |         |            |              |                       |              |         |               |         |              |             |
|   1 |        11 | ![](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            |             |             |                |         |           |                |                 |               |        |             |                 |                   |           |          |           |              |              |              |         |            |              |                       |              |         |               |         |              |             |
|   2 |         6 | ![](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              |         |           |                |                 |               |        |             |                 |                   |           |          |           |              |              |              |         |            |              |                       |              |         |               |         |              |             |
|   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        | 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 ribeyrolles/リベロール/利贝罗勒 (Girls' Frontline)
====================================================


This is the dataset of ribeyrolles/リベロール/利贝罗勒 (Girls' Frontline), containing 184 images and their tags.


The core tags of this character are 'long\_hair, bangs, hair\_between\_eyes, very\_long\_hair, blue\_eyes, white\_hair, wavy\_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