
# Dataset of fal/FAL/FAL (Girls' Frontline)

This is the dataset of fal/FAL/FAL (Girls' Frontline), containing 180 images and their tags.

The core tags of this character are `long_hair, blue_eyes, breasts, side_ponytail, bangs, large_breasts, bow, ribbon, very_long_hair, ahoge, blonde_hair, brown_hair, blue_bow, hair_ribbon, hair_bow, sidelocks, hair_between_eyes`, 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              |      180 | 218.17 MiB | [Download](https://huggingface.co/datasets/CyberHarem/fal_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      180 | 130.93 MiB | [Download](https://huggingface.co/datasets/CyberHarem/fal_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      431 | 269.25 MiB | [Download](https://huggingface.co/datasets/CyberHarem/fal_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      180 | 197.24 MiB | [Download](https://huggingface.co/datasets/CyberHarem/fal_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      431 | 369.53 MiB | [Download](https://huggingface.co/datasets/CyberHarem/fal_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/fal_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 |        21 | ![](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, cleavage, collarbone, white_dress, looking_at_viewer, off_shoulder, thigh_strap, black_thighhighs, single_thighhigh, black_jacket, ferret, animal, long_sleeves, simple_background, white_background, battle_rifle, black_choker, holding_gun, short_dress, blush, bare_shoulders, open_jacket, bag, standing, black_bra, shiny                                                                                                                                                                                                                                    |
|   1 |         7 | ![](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, cleavage, collarbone, looking_at_viewer, off_shoulder, simple_background, solo, white_background, black_choker, black_jacket, open_jacket, upper_body, blush, strap_slip, bare_shoulders, ferret, open_mouth, white_dress, bra, parted_lips                                                                                                                                                                                                                                                                                                                              |
|   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, battle_rifle, bell, blush, full_body, official_alternate_costume, single_thighhigh, solo, christmas, cleavage, gift, high_heels, looking_at_viewer, coat, covering_breasts, dress, ferret, torn_thighhighs, white_background                                                                                                                                                                                                                                                                                                                                             |
|   3 |        13 | ![](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, solo, white_gloves, choker, looking_at_viewer, strapless_dress, wedding_dress, white_dress, bridal_veil, tiara, blush, bridal_garter, bride, hair_flower, bare_shoulders, high_heels, white_thighhighs, elbow_gloves, simple_background, single_thighhigh, white_footwear, animal, blunt_bangs, cleavage, full_body, necklace, shoes, white_background, battle_rifle, closed_mouth, collarbone, heart, official_alternate_costume, white_flower, gem, leg_up, looking_back, red_bowtie, short_dress, smile, standing_on_one_leg, white_bow                               |
|   4 |         6 | ![](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, bare_shoulders, blue_ribbon, blush, choker, cleavage, collarbone, eyewear_on_head, knee_up, looking_at_viewer, navel, red_bikini, side-tie_bikini_bottom, stomach, sunglasses, thighs, animal, ankle_ribbon, battle_rifle, ferret, full_body, hat_flower, hat_ribbon, open_mouth, sandals, solo, straw_hat, water_gun, wrist_scrunchie, wristband, groin, holding_cup, official_alternate_costume, tropical_drink, arm_under_breasts, breast_hold, cherry, hat_removed, high_heels, mouth_hold, simple_background, sitting, sun_hat, untied_bikini, wardrobe_malfunction |
|   5 |         7 | ![](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) | 1girl, blush, cleavage, collarbone, day, looking_at_viewer, navel, ocean, outdoors, red_bikini, solo, blue_sky, eyewear_on_head, front-tie_bikini_top, side-tie_bikini_bottom, standing, sunglasses, cloud, cowboy_shot, beach, choker, groin, bare_shoulders, open_mouth, smile, stomach, thigh_strap                                                                                                                                                                                                                                                                          |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | solo   | cleavage   | collarbone   | white_dress   | looking_at_viewer   | off_shoulder   | thigh_strap   | black_thighhighs   | single_thighhigh   | black_jacket   | ferret   | animal   | long_sleeves   | simple_background   | white_background   | battle_rifle   | black_choker   | holding_gun   | short_dress   | blush   | bare_shoulders   | open_jacket   | bag   | standing   | black_bra   | shiny   | upper_body   | strap_slip   | open_mouth   | bra   | parted_lips   | bell   | full_body   | official_alternate_costume   | christmas   | gift   | high_heels   | coat   | covering_breasts   | dress   | torn_thighhighs   | white_gloves   | choker   | strapless_dress   | wedding_dress   | bridal_veil   | tiara   | bridal_garter   | bride   | hair_flower   | white_thighhighs   | elbow_gloves   | white_footwear   | blunt_bangs   | necklace   | shoes   | closed_mouth   | heart   | white_flower   | gem   | leg_up   | looking_back   | red_bowtie   | smile   | standing_on_one_leg   | white_bow   | blue_ribbon   | eyewear_on_head   | knee_up   | navel   | red_bikini   | side-tie_bikini_bottom   | stomach   | sunglasses   | thighs   | ankle_ribbon   | hat_flower   | hat_ribbon   | sandals   | straw_hat   | water_gun   | wrist_scrunchie   | wristband   | groin   | holding_cup   | tropical_drink   | arm_under_breasts   | breast_hold   | cherry   | hat_removed   | mouth_hold   | sitting   | sun_hat   | untied_bikini   | wardrobe_malfunction   | day   | ocean   | outdoors   | blue_sky   | front-tie_bikini_top   | cloud   | cowboy_shot   | beach   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:-----------|:-------------|:--------------|:--------------------|:---------------|:--------------|:-------------------|:-------------------|:---------------|:---------|:---------|:---------------|:--------------------|:-------------------|:---------------|:---------------|:--------------|:--------------|:--------|:-----------------|:--------------|:------|:-----------|:------------|:--------|:-------------|:-------------|:-------------|:------|:--------------|:-------|:------------|:-----------------------------|:------------|:-------|:-------------|:-------|:-------------------|:--------|:------------------|:---------------|:---------|:------------------|:----------------|:--------------|:--------|:----------------|:--------|:--------------|:-------------------|:---------------|:-----------------|:--------------|:-----------|:--------|:---------------|:--------|:---------------|:------|:---------|:---------------|:-------------|:--------|:----------------------|:------------|:--------------|:------------------|:----------|:--------|:-------------|:-------------------------|:----------|:-------------|:---------|:---------------|:-------------|:-------------|:----------|:------------|:------------|:------------------|:------------|:--------|:--------------|:-----------------|:--------------------|:--------------|:---------|:--------------|:-------------|:----------|:----------|:----------------|:-----------------------|:------|:--------|:-----------|:-----------|:-----------------------|:--------|:--------------|:--------|
|   0 |        21 | ![](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       |              |              |              |       |               |        |             |                              |             |        |              |        |                    |         |                   |                |          |                   |                 |               |         |                 |         |               |                    |                |                  |               |            |         |                |         |                |       |          |                |              |         |                       |             |               |                   |           |         |              |                          |           |              |          |                |              |              |           |             |             |                   |             |         |               |                  |                     |               |          |               |              |           |           |                 |                        |       |         |            |            |                        |         |               |         |
|   1 |         7 | ![](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             |        |             |                              |             |        |              |        |                    |         |                   |                |          |                   |                 |               |         |                 |         |               |                    |                |                  |               |            |         |                |         |                |       |          |                |              |         |                       |             |               |                   |           |         |              |                          |           |              |          |                |              |              |           |             |             |                   |             |         |               |                  |                     |               |          |               |              |           |           |                 |                        |       |         |            |            |                        |         |               |         |
|   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           | X                            | X           | X      | X            | X      | X                  | X       | X                 |                |          |                   |                 |               |         |                 |         |               |                    |                |                  |               |            |         |                |         |                |       |          |                |              |         |                       |             |               |                   |           |         |              |                          |           |              |          |                |              |              |           |             |             |                   |             |         |               |                  |                     |               |          |               |              |           |           |                 |                        |       |         |            |            |                        |         |               |         |
|   3 |        13 | ![](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          | X       | X              | X       | X              | X     | X        | X              | X            | X       | X                     | X           |               |                   |           |         |              |                          |           |              |          |                |              |              |           |             |             |                   |             |         |               |                  |                     |               |          |               |              |           |           |                 |                        |       |         |            |            |                        |         |               |         |
|   4 |         6 | ![](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           | X           | X                 | X           | X       | X             | X                | X                   | X             | X        | X             | X            | X         | X         | X               | X                      |       |         |            |            |                        |         |               |         |
|   5 |         7 | ![](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       |


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 fal/FAL/FAL (Girls' Frontline)
=========================================


This is the dataset of fal/FAL/FAL (Girls' Frontline), containing 180 images and their tags.


The core tags of this character are 'long\_hair, blue\_eyes, breasts, side\_ponytail, bangs, large\_breasts, bow, ribbon, very\_long\_hair, ahoge, blonde\_hair, brown\_hair, blue\_bow, hair\_ribbon, hair\_bow, sidelocks, hair\_between\_eyes', 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