
# Dataset of m1918/M1918/M1918 (Girls' Frontline)

This is the dataset of m1918/M1918/M1918 (Girls' Frontline), containing 79 images and their tags.

The core tags of this character are `blonde_hair, long_hair, breasts, sunglasses, ahoge, eyewear_on_head, large_breasts, aviator_sunglasses, green_eyes, very_long_hair, bangs, low-tied_long_hair`, 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              |       79 | 98.23 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/m1918_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       79 | 54.12 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/m1918_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      180 | 114.19 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m1918_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       79 | 85.55 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/m1918_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      180 | 160.99 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m1918_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/m1918_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 |        22 | ![](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, blush, detached_collar, looking_at_viewer, official_alternate_costume, playboy_bunny, bare_shoulders, open_mouth, rabbit_ears, solo, fake_animal_ears, black_leotard, necktie, cleavage, fishnets, wrist_cuffs, white_background, high_heels, holding, machine_gun, black_footwear, full_body, hair_flaps, standing, stuffed_animal, black_pantyhose, simple_background, strapless_leotard |
|   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, open_mouth, solo, black_dress, blush, cleavage, official_alternate_costume, machine_gun, thighhighs, necklace, black_gloves, full_body, high_heels, looking_at_viewer, bare_shoulders, black_choker, black_footwear, collarbone, covering, formal, torn_clothes                                                                                                                            |
|   2 |        14 | ![](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, green_necktie, solo, holding_gun, open_mouth, black_skirt, blush, machine_gun, shirt, white_thighhighs, looking_at_viewer, military_uniform, pleated_skirt, simple_background, black_jacket, miniskirt, shoes, white_background, black_footwear, long_sleeves, green_bow, hair_bow, hair_flaps, standing, ass, hair_between_eyes, smile                                                    |
|   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, solo, green_necktie, hair_flaps, pleated_skirt, shirt, smile, black_skirt, blush, hair_between_eyes, looking_at_viewer, open_mouth, blazer, military_uniform, simple_background, white_background, yellow_eyes                                                                                                                                                                             |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | blush   | detached_collar   | looking_at_viewer   | official_alternate_costume   | playboy_bunny   | bare_shoulders   | open_mouth   | rabbit_ears   | solo   | fake_animal_ears   | black_leotard   | necktie   | cleavage   | fishnets   | wrist_cuffs   | white_background   | high_heels   | holding   | machine_gun   | black_footwear   | full_body   | hair_flaps   | standing   | stuffed_animal   | black_pantyhose   | simple_background   | strapless_leotard   | black_dress   | thighhighs   | necklace   | black_gloves   | black_choker   | collarbone   | covering   | formal   | torn_clothes   | green_necktie   | holding_gun   | black_skirt   | shirt   | white_thighhighs   | military_uniform   | pleated_skirt   | black_jacket   | miniskirt   | shoes   | long_sleeves   | green_bow   | hair_bow   | ass   | hair_between_eyes   | smile   | blazer   | yellow_eyes   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:------------------|:--------------------|:-----------------------------|:----------------|:-----------------|:-------------|:--------------|:-------|:-------------------|:----------------|:----------|:-----------|:-----------|:--------------|:-------------------|:-------------|:----------|:--------------|:-----------------|:------------|:-------------|:-----------|:-----------------|:------------------|:--------------------|:--------------------|:--------------|:-------------|:-----------|:---------------|:---------------|:-------------|:-----------|:---------|:---------------|:----------------|:--------------|:--------------|:--------|:-------------------|:-------------------|:----------------|:---------------|:------------|:--------|:---------------|:------------|:-----------|:------|:--------------------|:--------|:---------|:--------------|
|   0 |        22 | ![](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                   | 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            | X          | X        | X              |                 |               |               |         |                    |                    |                 |                |             |         |                |             |            |       |                     |         |          |               |
|   2 |        14 | ![](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               | 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             |


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 m1918/M1918/M1918 (Girls' Frontline)
===============================================


This is the dataset of m1918/M1918/M1918 (Girls' Frontline), containing 79 images and their tags.


The core tags of this character are 'blonde\_hair, long\_hair, breasts, sunglasses, ahoge, eyewear\_on\_head, large\_breasts, aviator\_sunglasses, green\_eyes, very\_long\_hair, bangs, low-tied\_long\_hair', 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