
# Dataset of m1911/M1911/M1911 (Girls' Frontline)

This is the dataset of m1911/M1911/M1911 (Girls' Frontline), containing 35 images and their tags.

The core tags of this character are `blonde_hair, blue_eyes, short_hair, ahoge, breasts, large_breasts`, 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              |       35 | 56.51 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m1911_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       35 | 26.38 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m1911_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |       90 | 59.60 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m1911_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       35 | 47.73 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m1911_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |       90 | 96.14 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m1911_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/m1911_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 |        20 | ![](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, solo, looking_at_viewer, holding_gun, necktie, jacket, smile, thighhighs, white_background, american_flag, belt, hair_ornament, m1911, white_shirt, open_mouth, simple_background, star_(symbol), white_gloves, flag_print, pleated_skirt, white_skirt                                                                                                                                                                                                                                             |
|   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, blush, looking_at_viewer, solo, white_gloves, bare_shoulders, blue_dress, cleavage, collarbone, elbow_gloves, hairband, smile, white_background, bangs, barefoot, necklace, official_alternate_costume, simple_background, single_thighhigh, soles, toes, armpits, ass, asymmetrical_gloves, black_choker, blue_choker, blue_ribbon, blue_rose, closed_mouth, covered_navel, fang, feet_up, hair_ribbon, legs, medium_breasts, one_eye_closed, open_mouth, the_pose, thigh_strap, white_thighhighs |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | solo   | looking_at_viewer   | holding_gun   | necktie   | jacket   | smile   | thighhighs   | white_background   | american_flag   | belt   | hair_ornament   | m1911   | white_shirt   | open_mouth   | simple_background   | star_(symbol)   | white_gloves   | flag_print   | pleated_skirt   | white_skirt   | blush   | bare_shoulders   | blue_dress   | cleavage   | collarbone   | elbow_gloves   | hairband   | bangs   | barefoot   | necklace   | official_alternate_costume   | single_thighhigh   | soles   | toes   | armpits   | ass   | asymmetrical_gloves   | black_choker   | blue_choker   | blue_ribbon   | blue_rose   | closed_mouth   | covered_navel   | fang   | feet_up   | hair_ribbon   | legs   | medium_breasts   | one_eye_closed   | the_pose   | thigh_strap   | white_thighhighs   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------------------|:--------------|:----------|:---------|:--------|:-------------|:-------------------|:----------------|:-------|:----------------|:--------|:--------------|:-------------|:--------------------|:----------------|:---------------|:-------------|:----------------|:--------------|:--------|:-----------------|:-------------|:-----------|:-------------|:---------------|:-----------|:--------|:-----------|:-----------|:-----------------------------|:-------------------|:--------|:-------|:----------|:------|:----------------------|:---------------|:--------------|:--------------|:------------|:---------------|:----------------|:-------|:----------|:--------------|:-------|:-----------------|:-----------------|:-----------|:--------------|:-------------------|
|   0 |        20 | ![](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             |         |                  |              |            |              |                |            |         |            |            |                              |                    |         |        |           |       |                       |                |               |               |             |                |                 |        |           |               |        |                  |                  |            |               |                    |
|   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             | 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 m1911/M1911/M1911 (Girls' Frontline)
===============================================


This is the dataset of m1911/M1911/M1911 (Girls' Frontline), containing 35 images and their tags.


The core tags of this character are 'blonde\_hair, blue\_eyes, short\_hair, ahoge, breasts, large\_breasts', 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