
# Dataset of hs2000/HS2000/HS2000 (Girls' Frontline)

This is the dataset of hs2000/HS2000/HS2000 (Girls' Frontline), containing 52 images and their tags.

The core tags of this character are `bandaid_on_face, hat, grey_hair, bangs, long_hair, beret, orange_eyes`, 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              |       52 | 62.82 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/hs2000_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       52 | 35.30 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/hs2000_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      130 | 75.75 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/hs2000_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       52 | 56.22 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/hs2000_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      130 | 109.74 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hs2000_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/hs2000_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_jacket, blush, brown_eyes, simple_background, solo, very_long_hair, white_background, fur-trimmed_jacket, hair_between_eyes, looking_at_viewer, low_ponytail, bandaid_on_nose, black_headwear, brown_hair, closed_mouth, grey_jacket, bandaid_on_leg, cabbie_hat, feet_out_of_frame, full_body, short_over_long_sleeves, small_breasts, white_panties |
|   1 |         8 | ![](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, solo, bandaid_on_nose, simple_background, teddy_bear, bandages, jacket, white_background, looking_at_viewer, sitting, blush, handgun, holding, closed_mouth                                                                                                                                                                                                 |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_jacket   | blush   | brown_eyes   | simple_background   | solo   | very_long_hair   | white_background   | fur-trimmed_jacket   | hair_between_eyes   | looking_at_viewer   | low_ponytail   | bandaid_on_nose   | black_headwear   | brown_hair   | closed_mouth   | grey_jacket   | bandaid_on_leg   | cabbie_hat   | feet_out_of_frame   | full_body   | short_over_long_sleeves   | small_breasts   | white_panties   | teddy_bear   | bandages   | jacket   | sitting   | handgun   | holding   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:--------|:-------------|:--------------------|:-------|:-----------------|:-------------------|:---------------------|:--------------------|:--------------------|:---------------|:------------------|:-----------------|:-------------|:---------------|:--------------|:-----------------|:-------------|:--------------------|:------------|:--------------------------|:----------------|:----------------|:-------------|:-----------|:---------|:----------|:----------|:----------|
|   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 |         8 | ![](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         |


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 hs2000/HS2000/HS2000 (Girls' Frontline)
==================================================


This is the dataset of hs2000/HS2000/HS2000 (Girls' Frontline), containing 52 images and their tags.


The core tags of this character are 'bandaid\_on\_face, hat, grey\_hair, bangs, long\_hair, beret, orange\_eyes', 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