
# Dataset of negev/ネゲヴ/内格夫 (Girls' Frontline)

This is the dataset of negev/ネゲヴ/内格夫 (Girls' Frontline), containing 407 images and their tags.

The core tags of this character are `long_hair, pink_hair, red_eyes, hair_ornament, braid, bow, bangs, hair_bow, hairclip, red_bow, ribbon, one_side_up, hair_between_eyes, hair_ribbon, breasts`, 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              |      407 | 563.25 MiB | [Download](https://huggingface.co/datasets/CyberHarem/negev_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      407 | 298.79 MiB | [Download](https://huggingface.co/datasets/CyberHarem/negev_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1012 | 673.01 MiB | [Download](https://huggingface.co/datasets/CyberHarem/negev_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      407 | 483.04 MiB | [Download](https://huggingface.co/datasets/CyberHarem/negev_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1012 | 992.57 MiB | [Download](https://huggingface.co/datasets/CyberHarem/negev_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/negev_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 |        19 | ![](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, blush, star_of_david, 1boy, collarbone, hetero, nude, simple_background, solo_focus, penis, white_background, smile, looking_at_viewer, mosaic_censoring, nipples, open_mouth, medium_breasts, navel, pussy, tongue_out, large_breasts            |
|   1 |         6 | ![](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, blush, looking_at_viewer, red_ribbon, simple_background, solo, star_of_david, white_gloves, white_skirt, jacket, smile, white_background, closed_mouth, black_pantyhose                                                                           |
|   2 |         9 | ![](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, blush, long_sleeves, looking_at_viewer, solo, star_of_david, white_gloves, white_skirt, black_pantyhose, jacket, open_mouth, red_ribbon, simple_background, pleated_skirt, shirt, side_braid, :d, bowtie, cowboy_shot, hand_on_hip                |
|   3 |        11 | ![](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, black_pantyhose, holding_gun, looking_at_viewer, machine_gun, smile, solo, star_of_david, white_gloves, white_skirt, blush, jacket, pleated_skirt, simple_background, white_background, red_ribbon, ammunition_belt, full_body, leg_ribbon, shoes |
|   4 |        11 | ![](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, shirt, simple_background, smile, solo, star_of_david, upper_body, blush, looking_at_viewer, red_ribbon, white_background, bowtie, closed_mouth, collared_jacket                                                                                   |
|   5 |        10 | ![](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, looking_at_viewer, navel, smile, solo, collarbone, simple_background, star_of_david, medium_breasts, white_background, white_bikini, bare_shoulders, cleavage, open_mouth, stomach, halterneck, thighs                                     |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | blush   | star_of_david   | 1boy   | collarbone   | hetero   | nude   | simple_background   | solo_focus   | penis   | white_background   | smile   | looking_at_viewer   | mosaic_censoring   | nipples   | open_mouth   | medium_breasts   | navel   | pussy   | tongue_out   | large_breasts   | red_ribbon   | solo   | white_gloves   | white_skirt   | jacket   | closed_mouth   | black_pantyhose   | long_sleeves   | pleated_skirt   | shirt   | side_braid   | :d   | bowtie   | cowboy_shot   | hand_on_hip   | holding_gun   | machine_gun   | ammunition_belt   | full_body   | leg_ribbon   | shoes   | upper_body   | collared_jacket   | white_bikini   | bare_shoulders   | cleavage   | stomach   | halterneck   | thighs   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:----------------|:-------|:-------------|:---------|:-------|:--------------------|:-------------|:--------|:-------------------|:--------|:--------------------|:-------------------|:----------|:-------------|:-----------------|:--------|:--------|:-------------|:----------------|:-------------|:-------|:---------------|:--------------|:---------|:---------------|:------------------|:---------------|:----------------|:--------|:-------------|:-----|:---------|:--------------|:--------------|:--------------|:--------------|:------------------|:------------|:-------------|:--------|:-------------|:------------------|:---------------|:-----------------|:-----------|:----------|:-------------|:---------|
|   0 |        19 | ![](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 |         6 | ![](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                 |                |                 |         |              |      |          |               |               |               |               |                   |             |              |         |              |                   |                |                  |            |           |              |          |
|   2 |         9 | ![](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             |               |               |                   |             |              |         |              |                   |                |                  |            |           |              |          |
|   3 |        11 | ![](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       |              |                   |                |                  |            |           |              |          |
|   4 |        11 | ![](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                 |                |                  |            |           |              |          |
|   5 |        10 | ![](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        |


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 negev/ネゲヴ/内格夫 (Girls' Frontline)
===========================================


This is the dataset of negev/ネゲヴ/内格夫 (Girls' Frontline), containing 407 images and their tags.


The core tags of this character are 'long\_hair, pink\_hair, red\_eyes, hair\_ornament, braid, bow, bangs, hair\_bow, hairclip, red\_bow, ribbon, one\_side\_up, hair\_between\_eyes, hair\_ribbon, breasts', 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