
# Dataset of mdr/MDR/MDR (Girls' Frontline)

This is the dataset of mdr/MDR/MDR (Girls' Frontline), containing 258 images and their tags.

The core tags of this character are `long_hair, multicolored_hair, streaked_hair, blue_eyes, pink_hair, grey_hair, bangs, heterochromia, pink_eyes, breasts, hat, beret, one_side_up`, 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              |      258 | 398.73 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mdr_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      258 | 196.13 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mdr_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      657 | 442.85 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mdr_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      258 | 339.22 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mdr_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      657 | 684.21 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mdr_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/mdr_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 |        14 | ![](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, black_headwear, flip_phone, holding_phone, looking_at_viewer, upper_body, black_jacket, simple_background, blush, grey_gloves, tactical_clothes, long_sleeves, grin, open_mouth, white_background                                                                                                                                                                                                                                                                      |
|   1 |         9 | ![](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, black_headwear, gloves, jacket, looking_at_viewer, solo, black_pantyhose, holding_gun, long_sleeves, one_eye_closed, sitting, skirt, assault_rifle, cellphone, grin, tactical_clothes                                                                                                                                                                                                                                                                                        |
|   2 |         7 | ![](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, black_gloves, black_jacket, blush, looking_at_viewer, solo, black_headwear, upper_body, grin, long_sleeves, selfie                                                                                                                                                                                                                                                                                                                                                           |
|   3 |        29 | ![](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, ponytail, looking_at_viewer, official_alternate_costume, solo, bare_shoulders, black_dress, cross_earrings, smile, black_gloves, blush, hair_ribbon, simple_background, white_background, white_hair, hair_bow, medium_breasts, fishnets, off_shoulder, phone                                                                                                                                                                                                                |
|   4 |        17 | ![](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) | earrings, 1girl, official_alternate_costume, pointy_ears, solo, very_long_hair, double_bun, looking_at_viewer, smile, elbow_gloves, bare_shoulders, black_dress, black_gloves, fishnets, horns, fang, medium_breasts, open_mouth, spider_web_print, blush, ghost, low_wings, red_eyes, black_pantyhose, nail_polish, sidelocks, brown_pantyhose, white_background, black_nails, halloween, holding, simple_background, vampire, bat_print, chain, eyeball, multicolored_dress, tail |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | solo   | black_headwear   | flip_phone   | holding_phone   | looking_at_viewer   | upper_body   | black_jacket   | simple_background   | blush   | grey_gloves   | tactical_clothes   | long_sleeves   | grin   | open_mouth   | white_background   | gloves   | jacket   | black_pantyhose   | holding_gun   | one_eye_closed   | sitting   | skirt   | assault_rifle   | cellphone   | black_gloves   | selfie   | ponytail   | official_alternate_costume   | bare_shoulders   | black_dress   | cross_earrings   | smile   | hair_ribbon   | white_hair   | hair_bow   | medium_breasts   | fishnets   | off_shoulder   | phone   | earrings   | pointy_ears   | very_long_hair   | double_bun   | elbow_gloves   | horns   | fang   | spider_web_print   | ghost   | low_wings   | red_eyes   | nail_polish   | sidelocks   | brown_pantyhose   | black_nails   | halloween   | holding   | vampire   | bat_print   | chain   | eyeball   | multicolored_dress   | tail   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:-----------------|:-------------|:----------------|:--------------------|:-------------|:---------------|:--------------------|:--------|:--------------|:-------------------|:---------------|:-------|:-------------|:-------------------|:---------|:---------|:------------------|:--------------|:-----------------|:----------|:--------|:----------------|:------------|:---------------|:---------|:-----------|:-----------------------------|:-----------------|:--------------|:-----------------|:--------|:--------------|:-------------|:-----------|:-----------------|:-----------|:---------------|:--------|:-----------|:--------------|:-----------------|:-------------|:---------------|:--------|:-------|:-------------------|:--------|:------------|:-----------|:--------------|:------------|:------------------|:--------------|:------------|:----------|:----------|:------------|:--------|:----------|:---------------------|:-------|
|   0 |        14 | ![](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                  |          |          |                   |               |                  |           |         |                 |             |                |          |            |                              |                  |               |                  |         |               |              |            |                  |            |                |         |            |               |                  |              |                |         |        |                    |         |             |            |               |             |                   |               |             |           |           |             |         |           |                      |        |
|   1 |         9 | ![](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           |                |          |            |                              |                  |               |                  |         |               |              |            |                  |            |                |         |            |               |                  |              |                |         |        |                    |         |             |            |               |             |                   |               |             |           |           |             |         |           |                      |        |
|   2 |         7 | ![](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        |            |                              |                  |               |                  |         |               |              |            |                  |            |                |         |            |               |                  |              |                |         |        |                    |         |             |            |               |             |                   |               |             |           |           |             |         |           |                      |        |
|   3 |        29 | ![](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       |            |               |                  |              |                |         |        |                    |         |             |            |               |             |                   |               |             |           |           |             |         |           |                      |        |
|   4 |        17 | ![](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         | 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 mdr/MDR/MDR (Girls' Frontline)
=========================================


This is the dataset of mdr/MDR/MDR (Girls' Frontline), containing 258 images and their tags.


The core tags of this character are 'long\_hair, multicolored\_hair, streaked\_hair, blue\_eyes, pink\_hair, grey\_hair, bangs, heterochromia, pink\_eyes, breasts, hat, beret, one\_side\_up', 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