
# Dataset of type80/80式/80式 (Girls' Frontline)

This is the dataset of type80/80式/80式 (Girls' Frontline), containing 58 images and their tags.

The core tags of this character are `long_hair, red_eyes, bangs, very_long_hair, blonde_hair, glasses, breasts, hat, round_eyewear, black_headwear, beret, hair_ornament`, 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              |       58 | 81.84 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/type80_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       58 | 40.96 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/type80_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      143 | 89.98 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/type80_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       58 | 68.31 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/type80_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      143 | 133.50 MiB | [Download](https://huggingface.co/datasets/CyberHarem/type80_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/type80_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 |        18 | ![](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, green_jacket, long_sleeves, open_jacket, boots, light_brown_hair, black_footwear, black_nails, full_body, nail_polish, holding_gun, looking_at_viewer, necktie, white_background, belt, red_thighhighs, shirt, simple_background, black_dress, cross_earrings, fur-trimmed_jacket, hairclip, small_breasts |
|   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, jacket, looking_at_viewer, solo, blush, long_sleeves, fur_trim, hairclip, open_mouth                                                                                                                                                                                                                             |
|   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, blush, looking_at_viewer, solo, bare_shoulders, white_shirt, closed_mouth, collarbone, navel, simple_background, small_breasts, white_background, ass_visible_through_thighs, bare_arms, black-framed_eyewear, black_thighhighs, panties, sitting                                                                |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | solo   | green_jacket   | long_sleeves   | open_jacket   | boots   | light_brown_hair   | black_footwear   | black_nails   | full_body   | nail_polish   | holding_gun   | looking_at_viewer   | necktie   | white_background   | belt   | red_thighhighs   | shirt   | simple_background   | black_dress   | cross_earrings   | fur-trimmed_jacket   | hairclip   | small_breasts   | jacket   | blush   | fur_trim   | open_mouth   | bare_shoulders   | white_shirt   | closed_mouth   | collarbone   | navel   | ass_visible_through_thighs   | bare_arms   | black-framed_eyewear   | black_thighhighs   | panties   | sitting   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:---------------|:---------------|:--------------|:--------|:-------------------|:-----------------|:--------------|:------------|:--------------|:--------------|:--------------------|:----------|:-------------------|:-------|:-----------------|:--------|:--------------------|:--------------|:-----------------|:---------------------|:-----------|:----------------|:---------|:--------|:-----------|:-------------|:-----------------|:--------------|:---------------|:-------------|:--------|:-----------------------------|:------------|:-----------------------|:-------------------|:----------|:----------|
|   0 |        18 | ![](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 |         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            |                  |               |                |              |         |                              |             |                        |                    |           |           |
|   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            | 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 type80/80式/80式 (Girls' Frontline)
============================================


This is the dataset of type80/80式/80式 (Girls' Frontline), containing 58 images and their tags.


The core tags of this character are 'long\_hair, red\_eyes, bangs, very\_long\_hair, blonde\_hair, glasses, breasts, hat, round\_eyewear, black\_headwear, beret, hair\_ornament', 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