
# Dataset of five_seven/Five-seven/FN-57 (Girls' Frontline)

This is the dataset of five_seven/Five-seven/FN-57 (Girls' Frontline), containing 300 images and their tags.

The core tags of this character are `long_hair, hair_ornament, breasts, ponytail, ribbon, bow, bangs, hair_ribbon, brown_eyes, large_breasts, very_long_hair, black_bow, sidelocks, yellow_eyes, earrings, high_ponytail, white_hair, hair_between_eyes, grey_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              |      300 | 379.18 MiB | [Download](https://huggingface.co/datasets/CyberHarem/five_seven_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      300 | 205.61 MiB | [Download](https://huggingface.co/datasets/CyberHarem/five_seven_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      774 | 467.00 MiB | [Download](https://huggingface.co/datasets/CyberHarem/five_seven_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      300 | 330.52 MiB | [Download](https://huggingface.co/datasets/CyberHarem/five_seven_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      774 | 669.82 MiB | [Download](https://huggingface.co/datasets/CyberHarem/five_seven_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/five_seven_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 |        17 | ![](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, bare_shoulders, black_jacket, black_skirt, looking_at_viewer, off_shoulder, pleated_skirt, solo, white_shirt, blush, simple_background, sleeveless_shirt, smile, cowboy_shot, frills, open_jacket, white_background, bowtie, miniskirt, closed_mouth, thigh_strap, crescent_earrings, long_sleeves                                                                                                                                       |
|   1 |        18 | ![](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, bare_shoulders, black_jacket, off_shoulder, sleeveless_shirt, solo, white_shirt, black_skirt, handgun, holding_gun, looking_at_viewer, pleated_skirt, smile, thigh_strap, open_jacket, blush, frills, white_background, closed_mouth, simple_background, trigger_discipline, blouse, miniskirt, black_bowtie, black_ribbon, character_name, thighs, crescent_earrings                                                                    |
|   2 |         7 | ![](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, aged_down, bare_shoulders, black_ribbon, blush, closed_mouth, looking_at_viewer, official_alternate_costume, sleeveless_dress, smile, solo, twintails, white_dress, ahoge, dress_lift, lifted_by_self, simple_background, black_panties, fingernails, hand_up, white_thighhighs, head_tilt, side-tie_panties, :q, black_collar, crescent_earrings, heart, index_finger_raised, white_background                                          |
|   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, aged_down, blush, ferret, looking_at_viewer, official_alternate_costume, sleeveless_dress, solo, twintails, white_dress, white_thighhighs, :d, ahoge, animal, bare_shoulders, black_ribbon, crescent_earrings, open_mouth, sparkle, black_footwear, bowtie, full_body, single_earring, white_background, arm_up, belt_pouch, black_collar, character_name, frills, hand_up, handgun, mary_janes, side-tie_panties, sitting, wristband    |
|   4 |        14 | ![](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, black_bikini, bowtie, cleavage, navel, official_alternate_costume, solo, white_background, bare_shoulders, multi-strapped_bikini, simple_background, blush, skindentation, detached_collar, front-tie_bikini_top, looking_at_viewer, side-tie_bikini_bottom, collarbone, halterneck, smile, standing, thigh_strap, cowboy_shot, thigh_ribbon, highleg_bikini, bare_arms, closed_mouth, stomach, thighs, string_bikini, groin, open_mouth |
|   5 |         8 | ![](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) | 1boy, blush, hetero, solo_focus, 1girl, penis, black_bikini, nipples, pussy, vaginal, bikini_bottom_aside, bowtie, official_alternate_costume, bar_censor, detached_collar, looking_at_viewer, navel, on_back, open_mouth, dark-skinned_male, pov, pubic_hair, rabbit_ears, sex_from_behind, skindentation, spread_legs, thigh_strap, thighs                                                                                                    |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | bare_shoulders   | black_jacket   | black_skirt   | looking_at_viewer   | off_shoulder   | pleated_skirt   | solo   | white_shirt   | blush   | simple_background   | sleeveless_shirt   | smile   | cowboy_shot   | frills   | open_jacket   | white_background   | bowtie   | miniskirt   | closed_mouth   | thigh_strap   | crescent_earrings   | long_sleeves   | handgun   | holding_gun   | trigger_discipline   | blouse   | black_bowtie   | black_ribbon   | character_name   | thighs   | aged_down   | official_alternate_costume   | sleeveless_dress   | twintails   | white_dress   | ahoge   | dress_lift   | lifted_by_self   | black_panties   | fingernails   | hand_up   | white_thighhighs   | head_tilt   | side-tie_panties   | :q   | black_collar   | heart   | index_finger_raised   | ferret   | :d   | animal   | open_mouth   | sparkle   | black_footwear   | full_body   | single_earring   | arm_up   | belt_pouch   | mary_janes   | sitting   | wristband   | black_bikini   | cleavage   | navel   | multi-strapped_bikini   | skindentation   | detached_collar   | front-tie_bikini_top   | side-tie_bikini_bottom   | collarbone   | halterneck   | standing   | thigh_ribbon   | highleg_bikini   | bare_arms   | stomach   | string_bikini   | groin   | 1boy   | hetero   | solo_focus   | penis   | nipples   | pussy   | vaginal   | bikini_bottom_aside   | bar_censor   | on_back   | dark-skinned_male   | pov   | pubic_hair   | rabbit_ears   | sex_from_behind   | spread_legs   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:---------------|:--------------|:--------------------|:---------------|:----------------|:-------|:--------------|:--------|:--------------------|:-------------------|:--------|:--------------|:---------|:--------------|:-------------------|:---------|:------------|:---------------|:--------------|:--------------------|:---------------|:----------|:--------------|:---------------------|:---------|:---------------|:---------------|:-----------------|:---------|:------------|:-----------------------------|:-------------------|:------------|:--------------|:--------|:-------------|:-----------------|:----------------|:--------------|:----------|:-------------------|:------------|:-------------------|:-----|:---------------|:--------|:----------------------|:---------|:-----|:---------|:-------------|:----------|:-----------------|:------------|:-----------------|:---------|:-------------|:-------------|:----------|:------------|:---------------|:-----------|:--------|:------------------------|:----------------|:------------------|:-----------------------|:-------------------------|:-------------|:-------------|:-----------|:---------------|:-----------------|:------------|:----------|:----------------|:--------|:-------|:---------|:-------------|:--------|:----------|:--------|:----------|:----------------------|:-------------|:----------|:--------------------|:------|:-------------|:--------------|:------------------|:--------------|
|   0 |        17 | ![](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              |           |               |                      |          |                |                |                  |          |             |                              |                    |             |               |         |              |                  |                 |               |           |                    |             |                    |      |                |         |                       |          |      |          |              |           |                  |             |                  |          |              |              |           |             |                |            |         |                         |                 |                   |                        |                          |              |              |            |                |                  |             |           |                 |         |        |          |              |         |           |         |           |                       |              |           |                     |       |              |               |                   |               |
|   1 |        18 | ![](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             | X                    | X        | X              | X              | X                | X        |             |                              |                    |             |               |         |              |                  |                 |               |           |                    |             |                    |      |                |         |                       |          |      |          |              |           |                  |             |                  |          |              |              |           |             |                |            |         |                         |                 |                   |                        |                          |              |              |            |                |                  |             |           |                 |         |        |          |              |         |           |         |           |                       |              |           |                     |       |              |               |                   |               |
|   2 |         7 | ![](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                | 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        | X            | X            | X         | X           |                |            |         |                         |                 |                   |                        |                          |              |              |            |                |                  |             |           |                 |         |        |          |              |         |           |         |           |                       |              |           |                     |       |              |               |                   |               |
|   4 |        14 | ![](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       |        |          |              |         |           |         |           |                       |              |           |                     |       |              |               |                   |               |
|   5 |         8 | ![](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                 | 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 five\_seven/Five-seven/FN-57 (Girls' Frontline)
==========================================================


This is the dataset of five\_seven/Five-seven/FN-57 (Girls' Frontline), containing 300 images and their tags.


The core tags of this character are 'long\_hair, hair\_ornament, breasts, ponytail, ribbon, bow, bangs, hair\_ribbon, brown\_eyes, large\_breasts, very\_long\_hair, black\_bow, sidelocks, yellow\_eyes, earrings, high\_ponytail, white\_hair, hair\_between\_eyes, grey\_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