
# Dataset of makarov/マカロフ/马卡洛夫 (Girls' Frontline)

This is the dataset of makarov/マカロフ/马卡洛夫 (Girls' Frontline), containing 47 images and their tags.

The core tags of this character are `long_hair, red_eyes, white_hair, hat, fur_hat, very_long_hair, bangs`, 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              |       47 | 57.57 MiB | [Download](https://huggingface.co/datasets/CyberHarem/makarov_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       47 | 36.10 MiB | [Download](https://huggingface.co/datasets/CyberHarem/makarov_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      102 | 72.25 MiB | [Download](https://huggingface.co/datasets/CyberHarem/makarov_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       47 | 53.25 MiB | [Download](https://huggingface.co/datasets/CyberHarem/makarov_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      102 | 99.38 MiB | [Download](https://huggingface.co/datasets/CyberHarem/makarov_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/makarov_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) | 1girl, solo, handgun, looking_at_viewer, boots, capelet, simple_background, skirt, black_pantyhose, full_body, holding_weapon, red_scarf, ushanka, white_background                                                                                                                                               |
|   1 |         6 | ![](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_pantyhose, blue_jacket, long_sleeves, looking_at_viewer, red_scarf, simple_background, solo, ushanka, white_background, closed_mouth, blue_headwear, fur-trimmed_capelet, pleated_skirt, white_skirt, frown, full_body, fur-trimmed_sleeves, miniskirt, red_footwear, shoes, standing, star_(symbol) |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | solo   | handgun   | looking_at_viewer   | boots   | capelet   | simple_background   | skirt   | black_pantyhose   | full_body   | holding_weapon   | red_scarf   | ushanka   | white_background   | blue_jacket   | long_sleeves   | closed_mouth   | blue_headwear   | fur-trimmed_capelet   | pleated_skirt   | white_skirt   | frown   | fur-trimmed_sleeves   | miniskirt   | red_footwear   | shoes   | standing   | star_(symbol)   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:----------|:--------------------|:--------|:----------|:--------------------|:--------|:------------------|:------------|:-----------------|:------------|:----------|:-------------------|:--------------|:---------------|:---------------|:----------------|:----------------------|:----------------|:--------------|:--------|:----------------------|:------------|:---------------|:--------|:-----------|:----------------|
|   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                  |               |                |                |                 |                       |                 |               |         |                       |             |                |         |            |                 |
|   1 |         6 | ![](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               |


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 makarov/マカロフ/马卡洛夫 (Girls' Frontline)
===============================================


This is the dataset of makarov/マカロフ/马卡洛夫 (Girls' Frontline), containing 47 images and their tags.


The core tags of this character are 'long\_hair, red\_eyes, white\_hair, hat, fur\_hat, very\_long\_hair, bangs', 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