
# Dataset of c_ms/C-MS/C-MS (Girls' Frontline)

This is the dataset of c_ms/C-MS/C-MS (Girls' Frontline), containing 117 images and their tags.

The core tags of this character are `black_hair, long_hair, red_eyes, bangs, mole, mole_under_eye, very_long_hair, breasts, messy_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              |      117 | 169.39 MiB | [Download](https://huggingface.co/datasets/CyberHarem/c_ms_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      117 | 85.38 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/c_ms_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      292 | 187.56 MiB | [Download](https://huggingface.co/datasets/CyberHarem/c_ms_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      117 | 144.95 MiB | [Download](https://huggingface.co/datasets/CyberHarem/c_ms_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      292 | 281.47 MiB | [Download](https://huggingface.co/datasets/CyberHarem/c_ms_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/c_ms_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 |         6 | ![](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, navel, blush, see-through, small_breasts, wet, collarbone, innertube, popsicle, side_ponytail, water, yellow_bikini                                                                                                                                                                                                                                                |
|   1 |        30 | ![](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, looking_at_viewer, solo, white_dress, single_thighhigh, bare_shoulders, blue_jacket, sleeveless_dress, long_sleeves, off_shoulder, closed_mouth, simple_background, thigh_strap, blush, black_thighhighs, white_background, open_jacket                                                                                                                                                     |
|   2 |        10 | ![](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, bandaid_on_nose, official_alternate_costume, solo, aged_down, blush, looking_at_viewer, sleeves_past_fingers, polka_dot_legwear, white_background, mismatched_legwear, simple_background, socks, striped, bag, fish, long_sleeves, oversized_clothes, uneven_legwear, white_dress, bangs_pinned_back, black_footwear, full_body, hair_ornament, shoes, x_x, choker, holding, shirt, sitting |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | solo   | looking_at_viewer   | navel   | blush   | see-through   | small_breasts   | wet   | collarbone   | innertube   | popsicle   | side_ponytail   | water   | yellow_bikini   | white_dress   | single_thighhigh   | bare_shoulders   | blue_jacket   | sleeveless_dress   | long_sleeves   | off_shoulder   | closed_mouth   | simple_background   | thigh_strap   | black_thighhighs   | white_background   | open_jacket   | bandaid_on_nose   | official_alternate_costume   | aged_down   | sleeves_past_fingers   | polka_dot_legwear   | mismatched_legwear   | socks   | striped   | bag   | fish   | oversized_clothes   | uneven_legwear   | bangs_pinned_back   | black_footwear   | full_body   | hair_ornament   | shoes   | x_x   | choker   | holding   | shirt   | sitting   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------------------|:--------|:--------|:--------------|:----------------|:------|:-------------|:------------|:-----------|:----------------|:--------|:----------------|:--------------|:-------------------|:-----------------|:--------------|:-------------------|:---------------|:---------------|:---------------|:--------------------|:--------------|:-------------------|:-------------------|:--------------|:------------------|:-----------------------------|:------------|:-----------------------|:--------------------|:---------------------|:--------|:----------|:------|:-------|:--------------------|:-----------------|:--------------------|:-----------------|:------------|:----------------|:--------|:------|:---------|:----------|:--------|:----------|
|   0 |         6 | ![](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               |               |                    |                  |               |                    |                |                |                |                     |               |                    |                    |               |                   |                              |             |                        |                     |                      |         |           |       |        |                     |                  |                     |                  |             |                 |         |       |          |           |         |           |
|   1 |        30 | ![](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             |                   |                              |             |                        |                     |                      |         |           |       |        |                     |                  |                     |                  |             |                 |         |       |          |           |         |           |
|   2 |        10 | ![](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        | 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 c\_ms/C-MS/C-MS (Girls' Frontline)
=============================================


This is the dataset of c\_ms/C-MS/C-MS (Girls' Frontline), containing 117 images and their tags.


The core tags of this character are 'black\_hair, long\_hair, red\_eyes, bangs, mole, mole\_under\_eye, very\_long\_hair, breasts, messy\_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