
# Dataset of m16a1/M16A1/M16A1 (Girls' Frontline)

This is the dataset of m16a1/M16A1/M16A1 (Girls' Frontline), containing 310 images and their tags.

The core tags of this character are `multicolored_hair, eyepatch, long_hair, streaked_hair, bangs, braid, mole, mole_under_eye, breasts, scar_on_face, blonde_hair, brown_hair, scar_across_eye, black_hair, brown_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              |      310 | 425.25 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m16a1_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      310 | 225.95 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m16a1_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      734 | 472.62 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m16a1_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      310 | 368.57 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m16a1_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      734 | 683.77 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m16a1_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/m16a1_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, looking_at_viewer, scar, solo, shirt, jacket, upper_body, smile, headphones_around_neck, black_gloves, black_necktie                                                                                                                                                                                                                |
|   1 |         8 | ![](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, assault_rifle, black_gloves, black_skirt, scar, solo, headphones, holding_gun, looking_at_viewer, black_jacket, pleated_skirt, simple_background, smile, white_background, yellow_shirt, single_braid, black_necktie, knee_pads                                                                                                     |
|   2 |        10 | ![](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, assault_rifle, looking_at_viewer, scar, shirt, solo, white_hair, gloves, jacket, yellow_eyes, holding_gun, skirt, cloak, single_braid                                                                                                                                                                                               |
|   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_dress, black_gloves, elbow_gloves, looking_at_viewer, scar, solo, cleavage, hair_bow, large_breasts, partially_fingerless_gloves, simple_background, white_background, blush, closed_mouth, holding, smile, standing, alternate_costume, bare_shoulders, braided_ponytail, collarbone, hair_ornament, jewelry, medium_breasts |
|   4 |        13 | ![](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, large_breasts, penis, solo_focus, nipples, scar, sex, navel, vaginal, censored, sweat, completely_nude, cum_in_pussy, looking_at_viewer, shirt_lift, single_braid, tank_top, blunt_bangs, girl_on_top, pov, smile, spread_legs, tongue_out                                                                     |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | looking_at_viewer   | scar   | solo   | shirt   | jacket   | upper_body   | smile   | headphones_around_neck   | black_gloves   | black_necktie   | assault_rifle   | black_skirt   | headphones   | holding_gun   | black_jacket   | pleated_skirt   | simple_background   | white_background   | yellow_shirt   | single_braid   | knee_pads   | white_hair   | gloves   | yellow_eyes   | skirt   | cloak   | black_dress   | elbow_gloves   | cleavage   | hair_bow   | large_breasts   | partially_fingerless_gloves   | blush   | closed_mouth   | holding   | standing   | alternate_costume   | bare_shoulders   | braided_ponytail   | collarbone   | hair_ornament   | jewelry   | medium_breasts   | 1boy   | hetero   | penis   | solo_focus   | nipples   | sex   | navel   | vaginal   | censored   | sweat   | completely_nude   | cum_in_pussy   | shirt_lift   | tank_top   | blunt_bangs   | girl_on_top   | pov   | spread_legs   | tongue_out   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-------|:-------|:--------|:---------|:-------------|:--------|:-------------------------|:---------------|:----------------|:----------------|:--------------|:-------------|:--------------|:---------------|:----------------|:--------------------|:-------------------|:---------------|:---------------|:------------|:-------------|:---------|:--------------|:--------|:--------|:--------------|:---------------|:-----------|:-----------|:----------------|:------------------------------|:--------|:---------------|:----------|:-----------|:--------------------|:-----------------|:-------------------|:-------------|:----------------|:----------|:-----------------|:-------|:---------|:--------|:-------------|:----------|:------|:--------|:----------|:-----------|:--------|:------------------|:---------------|:-------------|:-----------|:--------------|:--------------|:------|:--------------|:-------------|
|   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               |                 |               |              |               |                |                 |                     |                    |                |                |             |              |          |               |         |         |               |                |            |            |                 |                               |         |                |           |            |                     |                  |                    |              |                 |           |                  |        |          |         |              |           |       |         |           |            |         |                   |                |              |            |               |               |       |               |              |
|   1 |         8 | ![](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           |              |          |               |         |         |               |                |            |            |                 |                               |         |                |           |            |                     |                  |                    |              |                 |           |                  |        |          |         |              |           |       |         |           |            |         |                   |                |              |            |               |               |       |               |              |
|   2 |        10 | ![](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       |               |                |            |            |                 |                               |         |                |           |            |                     |                  |                    |              |                 |           |                  |        |          |         |              |           |       |         |           |            |         |                   |                |              |            |               |               |       |               |              |
|   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                |        |          |         |              |           |       |         |           |            |         |                   |                |              |            |               |               |       |               |              |
|   4 |        13 | ![](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            |


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 m16a1/M16A1/M16A1 (Girls' Frontline)
===============================================


This is the dataset of m16a1/M16A1/M16A1 (Girls' Frontline), containing 310 images and their tags.


The core tags of this character are 'multicolored\_hair, eyepatch, long\_hair, streaked\_hair, bangs, braid, mole, mole\_under\_eye, breasts, scar\_on\_face, blonde\_hair, brown\_hair, scar\_across\_eye, black\_hair, brown\_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