
# Dataset of ff_fnc/FFFNC/FNC (Girls' Frontline)

This is the dataset of ff_fnc/FFFNC/FNC (Girls' Frontline), containing 94 images and their tags.

The core tags of this character are `hair_ornament, long_hair, blue_eyes, breasts, hat, braid, blonde_hair, bangs, beret, medium_breasts, single_braid, 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              |       94 | 125.39 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ff_fnc_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       94 | 73.15 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/ff_fnc_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      234 | 158.48 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ff_fnc_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       94 | 111.07 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ff_fnc_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      234 | 222.30 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ff_fnc_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/ff_fnc_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 |         5 | ![](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, solo, bare_shoulders, black_dress, blush, crescent_hair_ornament, garter_straps, looking_at_viewer, star_hair_ornament, white_thighhighs, witch_hat, :d, black_footwear, feathered_wings, hair_between_eyes, halloween_costume, jack-o'-lantern, open_mouth, ribbon, scarf, skirt, strapless_dress, waist_apron, white_wings, assault_rifle, bat_(animal), black_headwear, black_wings, candy_wrapper, cleavage, flower, full_body, holding, lace-up_boots, orange_bow, striped, thighhighs_under_boots, wrist_cuffs |
|   1 |        12 | ![](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, arm_warmers, blush, solo, assault_rifle, looking_at_viewer, chocolate_bar, food_in_mouth, holding_gun, layered_skirt, white_shirt, belt_pouch, boots, brown_headwear, buttons, hair_ribbon, simple_background, brown_skirt, full_body, mouth_hold, short_sleeves, white_background                                                                                                                                                                                                                                   |
|   2 |         5 | ![](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, headset, solo, camouflage, load_bearing_vest, looking_at_viewer, military_uniform, scarf, bandana, blush, helmet, holding_gun, long_sleeves, m4_carbine, brown_gloves, hair_between_eyes, hair_bow, magazine_(weapon), smile                                                                                                                                                                                                                                                                                         |
|   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, blush, spread_legs, nipples, 1boy, cum_in_pussy, hetero, solo_focus, tears, bar_censor, korean_text, navel, nude, open_mouth, penis, after_sex, heart, on_back, vaginal                                                                                                                                                                                                                                                                                                                                              |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | solo   | bare_shoulders   | black_dress   | blush   | crescent_hair_ornament   | garter_straps   | looking_at_viewer   | star_hair_ornament   | white_thighhighs   | witch_hat   | :d   | black_footwear   | feathered_wings   | hair_between_eyes   | halloween_costume   | jack-o'-lantern   | open_mouth   | ribbon   | scarf   | skirt   | strapless_dress   | waist_apron   | white_wings   | assault_rifle   | bat_(animal)   | black_headwear   | black_wings   | candy_wrapper   | cleavage   | flower   | full_body   | holding   | lace-up_boots   | orange_bow   | striped   | thighhighs_under_boots   | wrist_cuffs   | arm_warmers   | chocolate_bar   | food_in_mouth   | holding_gun   | layered_skirt   | white_shirt   | belt_pouch   | boots   | brown_headwear   | buttons   | hair_ribbon   | simple_background   | brown_skirt   | mouth_hold   | short_sleeves   | white_background   | headset   | camouflage   | load_bearing_vest   | military_uniform   | bandana   | helmet   | long_sleeves   | m4_carbine   | brown_gloves   | hair_bow   | magazine_(weapon)   | smile   | spread_legs   | nipples   | 1boy   | cum_in_pussy   | hetero   | solo_focus   | tears   | bar_censor   | korean_text   | navel   | nude   | penis   | after_sex   | heart   | on_back   | vaginal   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:-----------------|:--------------|:--------|:-------------------------|:----------------|:--------------------|:---------------------|:-------------------|:------------|:-----|:-----------------|:------------------|:--------------------|:--------------------|:------------------|:-------------|:---------|:--------|:--------|:------------------|:--------------|:--------------|:----------------|:---------------|:-----------------|:--------------|:----------------|:-----------|:---------|:------------|:----------|:----------------|:-------------|:----------|:-------------------------|:--------------|:--------------|:----------------|:----------------|:--------------|:----------------|:--------------|:-------------|:--------|:-----------------|:----------|:--------------|:--------------------|:--------------|:-------------|:----------------|:-------------------|:----------|:-------------|:--------------------|:-------------------|:----------|:---------|:---------------|:-------------|:---------------|:-----------|:--------------------|:--------|:--------------|:----------|:-------|:---------------|:---------|:-------------|:--------|:-------------|:--------------|:--------|:-------|:--------|:------------|:--------|:----------|:----------|
|   0 |         5 | ![](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       | X                 | X             | X             | X               | X              | X                | X             | X               | X          | X        | X           | X         | X               | X            | X         | X                        | X             |               |                 |                 |               |                 |               |              |         |                  |           |               |                     |               |              |                 |                    |           |              |                     |                    |           |          |                |              |                |            |                     |         |               |           |        |                |          |              |         |              |               |         |        |         |             |         |           |           |
|   1 |        12 | ![](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               | X                  |           |              |                     |                    |           |          |                |              |                |            |                     |         |               |           |        |                |          |              |         |              |               |         |        |         |             |         |           |           |
|   2 |         5 | ![](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                   | 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       | 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 ff\_fnc/FFFNC/FNC (Girls' Frontline)
===============================================


This is the dataset of ff\_fnc/FFFNC/FNC (Girls' Frontline), containing 94 images and their tags.


The core tags of this character are 'hair\_ornament, long\_hair, blue\_eyes, breasts, hat, braid, blonde\_hair, bangs, beret, medium\_breasts, single\_braid, 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