
# Dataset of m37/M37/M37 (Girls' Frontline)

This is the dataset of m37/M37/M37 (Girls' Frontline), containing 119 images and their tags.

The core tags of this character are `long_hair, breasts, bangs, large_breasts, brown_hair, very_long_hair, hat, orange_eyes, hair_between_eyes, sun_hat`, 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              |      119 | 181.60 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m37_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      119 | 92.28 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/m37_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      302 | 207.93 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m37_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      119 | 157.99 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m37_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      302 | 316.39 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m37_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/m37_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 |         7 | ![](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) | cleavage, elbow_gloves, looking_at_viewer, wedding_dress, white_dress, white_gloves, bare_shoulders, 1girl, blush, bridal_veil, solo, white_thighhighs, full_body, garter_straps, hair_flower, high_heels, open_mouth, red_eyes, choker, rifle, shotgun, white_footwear                                                                                               |
|   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, bare_shoulders, cleavage, collarbone, cross_necklace, looking_at_viewer, off_shoulder, open_jacket, solo, white_background, belt, black_headwear, black_jacket, blush, character_name, simple_background, ahoge, body_writing, closed_mouth, red_eyes, thighs, black_thighhighs, buckle, cowboy_shot, dress, hairclip, pleated_skirt, sidelocks, smile, tattoo |
|   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, cleavage, official_alternate_costume, solo, white_bikini, collarbone, looking_at_viewer, open_jacket, simple_background, white_background, blush, closed_mouth, off_shoulder, bare_shoulders, black_jacket, smile, white_headwear, character_name, long_sleeves, tattoo, navel, body_writing                                                                   |
|   3 |         8 | ![](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, cleavage, collarbone, looking_at_viewer, off_shoulder, official_alternate_costume, shotgun, solo, white_bikini, bare_shoulders, full_body, open_jacket, bare_legs, barefoot, holding_gun, navel, :o, character_name, simple_background, stomach, white_background, white_headwear, hat_ribbon, smile, standing                                                 |
|   4 |         9 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-sample4.png) | 1girl, cleavage, collarbone, looking_at_viewer, official_alternate_costume, solo, white_bikini, blush, day, off_shoulder, open_jacket, outdoors, bare_shoulders, blue_sky, cloud, navel, ocean, thighs, beach, character_name, sidelocks, smile, stomach, body_writing, water, arm_support, closed_mouth, groin, parted_lips, sand, tattoo, white_headwear            |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | cleavage   | elbow_gloves   | looking_at_viewer   | wedding_dress   | white_dress   | white_gloves   | bare_shoulders   | 1girl   | blush   | bridal_veil   | solo   | white_thighhighs   | full_body   | garter_straps   | hair_flower   | high_heels   | open_mouth   | red_eyes   | choker   | rifle   | shotgun   | white_footwear   | collarbone   | cross_necklace   | off_shoulder   | open_jacket   | white_background   | belt   | black_headwear   | black_jacket   | character_name   | simple_background   | ahoge   | body_writing   | closed_mouth   | thighs   | black_thighhighs   | buckle   | cowboy_shot   | dress   | hairclip   | pleated_skirt   | sidelocks   | smile   | tattoo   | official_alternate_costume   | white_bikini   | white_headwear   | long_sleeves   | navel   | bare_legs   | barefoot   | holding_gun   | :o   | stomach   | hat_ribbon   | standing   | day   | outdoors   | blue_sky   | cloud   | ocean   | beach   | water   | arm_support   | groin   | parted_lips   | sand   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:-----------|:---------------|:--------------------|:----------------|:--------------|:---------------|:-----------------|:--------|:--------|:--------------|:-------|:-------------------|:------------|:----------------|:--------------|:-------------|:-------------|:-----------|:---------|:--------|:----------|:-----------------|:-------------|:-----------------|:---------------|:--------------|:-------------------|:-------|:-----------------|:---------------|:-----------------|:--------------------|:--------|:---------------|:---------------|:---------|:-------------------|:---------|:--------------|:--------|:-----------|:----------------|:------------|:--------|:---------|:-----------------------------|:---------------|:-----------------|:---------------|:--------|:------------|:-----------|:--------------|:-----|:----------|:-------------|:-----------|:------|:-----------|:-----------|:--------|:--------|:--------|:--------|:--------------|:--------|:--------------|:-------|
|   0 |         7 | ![](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                |              |                  |                |               |                    |        |                  |                |                  |                     |         |                |                |          |                    |          |               |         |            |                 |             |         |          |                              |                |                  |                |         |             |            |               |      |           |              |            |       |            |            |         |         |         |         |               |         |               |        |
|   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        |                              |                |                  |                |         |             |            |               |      |           |              |            |       |            |            |         |         |         |         |               |         |               |        |
|   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       |             |            |               |      |           |              |            |       |            |            |         |         |         |         |               |         |               |        |
|   3 |         8 | ![](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                |                | X       | X           | X          | X             | X    | X         | X            | X          |       |            |            |         |         |         |         |               |         |               |        |
|   4 |         9 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-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      |


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 m37/M37/M37 (Girls' Frontline)
=========================================


This is the dataset of m37/M37/M37 (Girls' Frontline), containing 119 images and their tags.


The core tags of this character are 'long\_hair, breasts, bangs, large\_breasts, brown\_hair, very\_long\_hair, hat, orange\_eyes, hair\_between\_eyes, sun\_hat', 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