
# Dataset of ak74m/AK74M/AK74M (Girls' Frontline)

This is the dataset of ak74m/AK74M/AK74M (Girls' Frontline), containing 87 images and their tags.

The core tags of this character are `long_hair, bangs, breasts, blue_eyes, blonde_hair, hair_ornament, hat, beret, medium_breasts, red_headwear, snowflake_hair_ornament, purple_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              |       87 | 116.55 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ak74m_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       87 | 62.97 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/ak74m_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      215 | 133.13 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ak74m_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       87 | 102.43 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ak74m_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      215 | 192.93 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ak74m_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/ak74m_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 |        11 | ![](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_pantyhose, blush, solo, long_sleeves, looking_at_viewer, black_jacket, feet_out_of_frame, red_skirt, simple_background, white_background, closed_mouth, standing, smile, open_mouth, russian_text                                                                                                                                                                     |
|   1 |         5 | ![](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_footwear, black_pantyhose, full_body, kalashnikov_rifle, lace-up_boots, long_sleeves, red_skirt, solo, standing, black_jacket, cape, closed_mouth, holding_gun, looking_at_viewer, black_gloves, fingerless_gloves, knee_pads, pleated_skirt, russian_text, simple_background, white_background, blush, holster, knee_boots, knife, trigger_discipline |
|   2 |         5 | ![](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, simple_background, solo, upper_body, black_gloves, fingerless_gloves, long_sleeves, looking_at_viewer, blush, russian_text, smile, tactical_clothes, white_background, black_jacket, closed_mouth, open_mouth                                                                                                                                                               |
|   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) | blush, enmaided, looking_at_viewer, maid_headdress, 1girl, frills, hairclip, juliet_sleeves, maid_apron, open_mouth, solo, :o, black_dress, black_thighhighs, corset, detached_collar, double_v, feet_out_of_frame, garter_straps, neck_ribbon, ponytail, red_ribbon, simple_background, white_apron                                                                               |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_pantyhose   | blush   | solo   | long_sleeves   | looking_at_viewer   | black_jacket   | feet_out_of_frame   | red_skirt   | simple_background   | white_background   | closed_mouth   | standing   | smile   | open_mouth   | russian_text   | assault_rifle   | black_footwear   | full_body   | kalashnikov_rifle   | lace-up_boots   | cape   | holding_gun   | black_gloves   | fingerless_gloves   | knee_pads   | pleated_skirt   | holster   | knee_boots   | knife   | trigger_discipline   | upper_body   | tactical_clothes   | enmaided   | maid_headdress   | frills   | hairclip   | juliet_sleeves   | maid_apron   | :o   | black_dress   | black_thighhighs   | corset   | detached_collar   | double_v   | garter_straps   | neck_ribbon   | ponytail   | red_ribbon   | white_apron   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:------------------|:--------|:-------|:---------------|:--------------------|:---------------|:--------------------|:------------|:--------------------|:-------------------|:---------------|:-----------|:--------|:-------------|:---------------|:----------------|:-----------------|:------------|:--------------------|:----------------|:-------|:--------------|:---------------|:--------------------|:------------|:----------------|:----------|:-------------|:--------|:---------------------|:-------------|:-------------------|:-----------|:-----------------|:---------|:-----------|:-----------------|:-------------|:-----|:--------------|:-------------------|:---------|:------------------|:-----------|:----------------|:--------------|:-----------|:-------------|:--------------|
|   0 |        11 | ![](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              |                 |                  |             |                     |                 |        |               |                |                     |             |                 |           |              |         |                      |              |                    |            |                  |          |            |                  |              |      |               |                    |          |                   |            |                 |               |            |              |               |
|   1 |         5 | ![](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 |         5 | ![](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                  |            |                  |          |            |                  |              |      |               |                    |          |                   |            |                 |               |            |              |               |
|   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             |


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 ak74m/AK74M/AK74M (Girls' Frontline)
===============================================


This is the dataset of ak74m/AK74M/AK74M (Girls' Frontline), containing 87 images and their tags.


The core tags of this character are 'long\_hair, bangs, breasts, blue\_eyes, blonde\_hair, hair\_ornament, hat, beret, medium\_breasts, red\_headwear, snowflake\_hair\_ornament, purple\_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