
# Dataset of sig_mcx/SIGMCX/SIGMCX (Girls' Frontline)

This is the dataset of sig_mcx/SIGMCX/SIGMCX (Girls' Frontline), containing 123 images and their tags.

The core tags of this character are `long_hair, pink_hair, breasts, bangs, hair_ornament, hairclip, mole, mole_under_eye, large_breasts, earrings, eyewear_on_head, red_eyes, heart_earrings`, 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              |      123 | 202.27 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sig_mcx_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      123 | 96.67 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/sig_mcx_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      303 | 205.42 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sig_mcx_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      123 | 169.95 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sig_mcx_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      303 | 320.98 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sig_mcx_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/sig_mcx_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 |         5 | ![](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_gloves, jewelry, looking_at_viewer, neck_tattoo, open_jacket, open_mouth, solo, white_shirt, black_thighhighs, blue_jacket, blue_skirt, blush, feet_out_of_frame, heart, policewoman, smile, standing, walkie-talkie, white_background, belt, fang, simple_background, card, holding, long_sleeves, pleated_skirt |
|   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, assault_rifle, jewelry, open_jacket, sig_sauer, solo, white_shirt, black_thighhighs, blue_jacket, heart, holding_gun, looking_at_viewer, standing, walkie-talkie, black_gloves, blue_skirt, simple_background, smile, white_background, neck_tattoo, blush, brown_gloves, feet_out_of_frame, policewoman, grey_skirt    |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_gloves   | jewelry   | looking_at_viewer   | neck_tattoo   | open_jacket   | open_mouth   | solo   | white_shirt   | black_thighhighs   | blue_jacket   | blue_skirt   | blush   | feet_out_of_frame   | heart   | policewoman   | smile   | standing   | walkie-talkie   | white_background   | belt   | fang   | simple_background   | card   | holding   | long_sleeves   | pleated_skirt   | assault_rifle   | sig_sauer   | holding_gun   | brown_gloves   | grey_skirt   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:----------|:--------------------|:--------------|:--------------|:-------------|:-------|:--------------|:-------------------|:--------------|:-------------|:--------|:--------------------|:--------|:--------------|:--------|:-----------|:----------------|:-------------------|:-------|:-------|:--------------------|:-------|:----------|:---------------|:----------------|:----------------|:------------|:--------------|:---------------|:-------------|
|   0 |         5 | ![](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      | 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              | 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 sig\_mcx/SIGMCX/SIGMCX (Girls' Frontline)
====================================================


This is the dataset of sig\_mcx/SIGMCX/SIGMCX (Girls' Frontline), containing 123 images and their tags.


The core tags of this character are 'long\_hair, pink\_hair, breasts, bangs, hair\_ornament, hairclip, mole, mole\_under\_eye, large\_breasts, earrings, eyewear\_on\_head, red\_eyes, heart\_earrings', 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