
# Dataset of gr_mp7/GrMP7/MP7 (Girls' Frontline)

This is the dataset of gr_mp7/GrMP7/MP7 (Girls' Frontline), containing 278 images and their tags.

The core tags of this character are `red_hair, yellow_eyes, hat, beret, hair_ornament, medium_hair, bangs, breasts, ahoge, headphones, one_side_up, medium_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              |      278 | 437.67 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gr_mp7_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      278 | 215.41 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gr_mp7_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      746 | 507.28 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gr_mp7_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      278 | 369.07 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gr_mp7_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      746 | 765.12 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gr_mp7_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/gr_mp7_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_headwear, black_jacket, black_pantyhose, black_skirt, blush, collared_shirt, fur-trimmed_jacket, lollipop, long_sleeves, looking_at_viewer, pleated_skirt, solo, white_shirt, off_shoulder, pink_bowtie, simple_background, sitting, black_footwear, feet_out_of_frame, holding_candy, nail_polish, submachine_gun, twitter_username |
|   1 |        11 | ![](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, lollipop, solo, white_shirt, black_jacket, bowtie, off_shoulder, submachine_gun, black_skirt, looking_at_viewer, holding_gun, black_pantyhose, collared_shirt, simple_background, white_background, pleated_skirt, suppressor, long_sleeves, blush, fur-trimmed_jacket, red_nails                                                          |
|   2 |        12 | ![](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, solo, submachine_gun, lollipop, jacket, pantyhose, skirt, suppressor                                                                                                                                                                                                                                                                       |
|   3 |         7 | ![](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, jacket, lollipop, pantyhose, skirt, solo                                                                                                                                                                                                                                                                                                   |
|   4 |        10 | ![](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, fur_trim, jacket, lollipop, solo, off_shoulder, looking_at_viewer, pantyhose, blush, white_background, white_shirt, black_skirt, simple_background, sitting                                                                                                                                                                                |
|   5 |        11 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-sample4.png) | 1girl, black_bikini, looking_at_viewer, official_alternate_costume, ponytail, see-through, solo, navel, blush, innertube, lollipop, choker, open_mouth, submachine_gun, dog_tags, earphones, crop_top_overhang, hair_ribbon                                                                                                                       |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_headwear   | black_jacket   | black_pantyhose   | black_skirt   | blush   | collared_shirt   | fur-trimmed_jacket   | lollipop   | long_sleeves   | looking_at_viewer   | pleated_skirt   | solo   | white_shirt   | off_shoulder   | pink_bowtie   | simple_background   | sitting   | black_footwear   | feet_out_of_frame   | holding_candy   | nail_polish   | submachine_gun   | twitter_username   | bowtie   | holding_gun   | white_background   | suppressor   | red_nails   | jacket   | pantyhose   | skirt   | fur_trim   | black_bikini   | official_alternate_costume   | ponytail   | see-through   | navel   | innertube   | choker   | open_mouth   | dog_tags   | earphones   | crop_top_overhang   | hair_ribbon   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:---------------|:------------------|:--------------|:--------|:-----------------|:---------------------|:-----------|:---------------|:--------------------|:----------------|:-------|:--------------|:---------------|:--------------|:--------------------|:----------|:-----------------|:--------------------|:----------------|:--------------|:-----------------|:-------------------|:---------|:--------------|:-------------------|:-------------|:------------|:---------|:------------|:--------|:-----------|:---------------|:-----------------------------|:-----------|:--------------|:--------|:------------|:---------|:-------------|:-----------|:------------|:--------------------|:--------------|
|   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                  |          |               |                    |              |             |          |             |         |            |                |                              |            |               |         |             |          |              |            |             |                     |               |
|   1 |        11 | ![](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 |        12 | ![](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       |            |                |                              |            |               |         |             |          |              |            |             |                     |               |
|   3 |         7 | ![](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       |            |                |                              |            |               |         |             |          |              |            |             |                     |               |
|   4 |        10 | ![](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          |                |                              |            |               |         |             |          |              |            |             |                     |               |
|   5 |        11 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-sample4.png) | 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 gr\_mp7/GrMP7/MP7 (Girls' Frontline)
===============================================


This is the dataset of gr\_mp7/GrMP7/MP7 (Girls' Frontline), containing 278 images and their tags.


The core tags of this character are 'red\_hair, yellow\_eyes, hat, beret, hair\_ornament, medium\_hair, bangs, breasts, ahoge, headphones, one\_side\_up, medium\_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