
# Dataset of minos/ミノス/米诺斯 (Girls' Frontline)

This is the dataset of minos/ミノス/米诺斯 (Girls' Frontline), containing 98 images and their tags.

The core tags of this character are `blue_hair, horns, breasts, short_hair, cow_horns, large_breasts, red_eyes, cow_girl, cow_tail, tail, shiny_hair, hair_between_eyes, fang`, 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              |       98 | 135.44 MiB | [Download](https://huggingface.co/datasets/CyberHarem/minos_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       98 | 67.16 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/minos_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      234 | 147.12 MiB | [Download](https://huggingface.co/datasets/CyberHarem/minos_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       98 | 113.96 MiB | [Download](https://huggingface.co/datasets/CyberHarem/minos_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      234 | 230.63 MiB | [Download](https://huggingface.co/datasets/CyberHarem/minos_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/minos_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 |         8 | ![](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, clothes_writing, cow_print, neck_bell, white_shirt, blush, looking_at_viewer, solo, upper_body, bangs, black_choker, open_mouth, print_shirt, cowbell, open_jacket, simple_background, :d, collarbone, signature                                                                       |
|   1 |        10 | ![](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, cow_print, neck_bell, pleated_skirt, black_skirt, cowbell, looking_at_viewer, solo, collar, simple_background, smile, blush, jacket, white_background, black_thighhighs, miniskirt, shiny, striped, white_shirt, closed_mouth, clothes_writing, full_body, mismatched_legwear, sitting |
|   2 |        19 | ![](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) | looking_at_viewer, 1girl, cow_print, neck_bell, solo, cleavage, cowbell, navel, smile, collar, blush, simple_background, shiny, side-tie_bikini_bottom, white_background, open_mouth, print_bikini, closed_mouth                                                                              |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | clothes_writing   | cow_print   | neck_bell   | white_shirt   | blush   | looking_at_viewer   | solo   | upper_body   | bangs   | black_choker   | open_mouth   | print_shirt   | cowbell   | open_jacket   | simple_background   | :d   | collarbone   | signature   | pleated_skirt   | black_skirt   | collar   | smile   | jacket   | white_background   | black_thighhighs   | miniskirt   | shiny   | striped   | closed_mouth   | full_body   | mismatched_legwear   | sitting   | cleavage   | navel   | side-tie_bikini_bottom   | print_bikini   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:------------------|:------------|:------------|:--------------|:--------|:--------------------|:-------|:-------------|:--------|:---------------|:-------------|:--------------|:----------|:--------------|:--------------------|:-----|:-------------|:------------|:----------------|:--------------|:---------|:--------|:---------|:-------------------|:-------------------|:------------|:--------|:----------|:---------------|:------------|:---------------------|:----------|:-----------|:--------|:-------------------------|:---------------|
|   0 |         8 | ![](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 |        10 | ![](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         |            |         |                          |                |
|   2 |        19 | ![](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              |


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 minos/ミノス/米诺斯 (Girls' Frontline)
===========================================


This is the dataset of minos/ミノス/米诺斯 (Girls' Frontline), containing 98 images and their tags.


The core tags of this character are 'blue\_hair, horns, breasts, short\_hair, cow\_horns, large\_breasts, red\_eyes, cow\_girl, cow\_tail, tail, shiny\_hair, hair\_between\_eyes, fang', 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