
# Dataset of m4_sopmod_ii/M4SOPMODII/M4SOPMODII (Girls' Frontline)

This is the dataset of m4_sopmod_ii/M4SOPMODII/M4SOPMODII (Girls' Frontline), containing 500 images and their tags.

The core tags of this character are `long_hair, multicolored_hair, streaked_hair, red_eyes, red_hair, blonde_hair, bangs, headgear, breasts, hair_between_eyes, pink_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              |      500 | 682.28 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m4_sopmod_ii_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 358.68 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m4_sopmod_ii_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1196 | 785.57 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m4_sopmod_ii_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 590.27 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m4_sopmod_ii_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1196 | 1.14 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/m4_sopmod_ii_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/m4_sopmod_ii_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 |        12 | ![](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, black_dress, looking_at_viewer, official_alternate_costume, smile, solo, single_mechanical_arm, black_gloves, blush, hair_flower, open_mouth, medium_breasts, bare_shoulders, feet_out_of_frame, holding_cup, red_pantyhose, simple_background, white_background, wine_glass |
|   1 |        48 | ![](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, m4_carbine, solo, smile, holding_gun, black_jacket, looking_at_viewer, gloves, open_mouth, armband, scarf, single_mechanical_arm, simple_background                                                                                                                          |
|   2 |        11 | ![](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, black_jacket, looking_at_viewer, simple_background, solo, smile, upper_body, white_background, scarf, armband, blush, cleavage, open_mouth, bandana, fang, hood, medium_breasts                                                                                              |
|   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, black_gloves, black_jacket, looking_at_viewer, open_mouth, simple_background, smile, solo, white_background, long_sleeves, upper_body, blush, fang                                                                                                                           |
|   4 |        10 | ![](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) | 1boy, 1girl, blush, hetero, solo_focus, navel, nipples, penis, censored, completely_nude, pussy, sex, spread_legs, collarbone, medium_breasts, open_mouth, sweat, vaginal, looking_at_viewer, pov, erection, on_back, smile, stomach                                                |
|   5 |         9 | ![](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) | day, looking_at_viewer, outdoors, 1girl, beach, blue_sky, blush, cloud, collarbone, smile, solo, bare_shoulders, black_bikini, cleavage, navel, ocean, large_breasts, barefoot, open_mouth, thighs, wet, hair_flower, sand, stomach, water                                          |
|   6 |         7 | ![](samples/6/clu6-sample0.png) | ![](samples/6/clu6-sample1.png) | ![](samples/6/clu6-sample2.png) | ![](samples/6/clu6-sample3.png) | ![](samples/6/clu6-sample4.png) | 1girl, serafuku, smile, looking_at_viewer, red_neckerchief, solo, blush, open_mouth, pleated_skirt, blue_sailor_collar, blue_skirt, shirt, simple_background, white_background                                                                                                      |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_dress   | looking_at_viewer   | official_alternate_costume   | smile   | solo   | single_mechanical_arm   | black_gloves   | blush   | hair_flower   | open_mouth   | medium_breasts   | bare_shoulders   | feet_out_of_frame   | holding_cup   | red_pantyhose   | simple_background   | white_background   | wine_glass   | m4_carbine   | holding_gun   | black_jacket   | gloves   | armband   | scarf   | upper_body   | cleavage   | bandana   | fang   | hood   | long_sleeves   | 1boy   | hetero   | solo_focus   | navel   | nipples   | penis   | censored   | completely_nude   | pussy   | sex   | spread_legs   | collarbone   | sweat   | vaginal   | pov   | erection   | on_back   | stomach   | day   | outdoors   | beach   | blue_sky   | cloud   | black_bikini   | ocean   | large_breasts   | barefoot   | thighs   | wet   | sand   | water   | serafuku   | red_neckerchief   | pleated_skirt   | blue_sailor_collar   | blue_skirt   | shirt   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------|:--------------------|:-----------------------------|:--------|:-------|:------------------------|:---------------|:--------|:--------------|:-------------|:-----------------|:-----------------|:--------------------|:--------------|:----------------|:--------------------|:-------------------|:-------------|:-------------|:--------------|:---------------|:---------|:----------|:--------|:-------------|:-----------|:----------|:-------|:-------|:---------------|:-------|:---------|:-------------|:--------|:----------|:--------|:-----------|:------------------|:--------|:------|:--------------|:-------------|:--------|:----------|:------|:-----------|:----------|:----------|:------|:-----------|:--------|:-----------|:--------|:---------------|:--------|:----------------|:-----------|:---------|:------|:-------|:--------|:-----------|:------------------|:----------------|:---------------------|:-------------|:--------|
|   0 |        12 | ![](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            |              |               |                |          |           |         |              |            |           |        |        |                |        |          |              |         |           |         |            |                   |         |       |               |              |         |           |       |            |           |           |       |            |         |            |         |                |         |                 |            |          |       |        |         |            |                   |                 |                      |              |         |
|   1 |        48 | ![](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       |              |            |           |        |        |                |        |          |              |         |           |         |            |                   |         |       |               |              |         |           |       |            |           |           |       |            |         |            |         |                |         |                 |            |          |       |        |         |            |                   |                 |                      |              |         |
|   2 |        11 | ![](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      |                |        |          |              |         |           |         |            |                   |         |       |               |              |         |           |       |            |           |           |       |            |         |            |         |                |         |                 |            |          |       |        |         |            |                   |                 |                      |              |         |
|   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              |        |          |              |         |           |         |            |                   |         |       |               |              |         |           |       |            |           |           |       |            |         |            |         |                |         |                 |            |          |       |        |         |            |                   |                 |                      |              |         |
|   4 |        10 | ![](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         |       |            |         |            |         |                |         |                 |            |          |       |        |         |            |                   |                 |                      |              |         |
|   5 |         9 | ![](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       |            |                   |                 |                      |              |         |
|   6 |         7 | ![](samples/6/clu6-sample0.png) | ![](samples/6/clu6-sample1.png) | ![](samples/6/clu6-sample2.png) | ![](samples/6/clu6-sample3.png) | ![](samples/6/clu6-sample4.png) | 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 m4\_sopmod\_ii/M4SOPMODII/M4SOPMODII (Girls' Frontline)
==================================================================


This is the dataset of m4\_sopmod\_ii/M4SOPMODII/M4SOPMODII (Girls' Frontline), containing 500 images and their tags.


The core tags of this character are 'long\_hair, multicolored\_hair, streaked\_hair, red\_eyes, red\_hair, blonde\_hair, bangs, headgear, breasts, hair\_between\_eyes, pink\_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