
# Dataset of stella_hoshii/ステラ・星井/史黛拉·星井 (Girls' Frontline)

This is the dataset of stella_hoshii/ステラ・星井/史黛拉·星井 (Girls' Frontline), containing 82 images and their tags.

The core tags of this character are `animal_ears, cat_ears, long_hair, red_hair, red_eyes, drill_hair, breasts, artificial_eye, mechanical_eye, bangs, large_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              |       82 | 95.71 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/stella_hoshii_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       82 | 52.46 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/stella_hoshii_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      200 | 118.63 MiB | [Download](https://huggingface.co/datasets/CyberHarem/stella_hoshii_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       82 | 82.77 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/stella_hoshii_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      200 | 165.66 MiB | [Download](https://huggingface.co/datasets/CyberHarem/stella_hoshii_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/stella_hoshii_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 |        11 | ![](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, elbow_gloves, sleeveless_dress, solo, red_dress, black_gloves, black_thighhighs, looking_at_viewer, bracelet, bare_shoulders, blush, holding_smoking_pipe, kiseru, boots, hand_on_hip, medium_breasts, short_dress, zettai_ryouiki |
|   1 |        10 | ![](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, hetero, solo_focus, thighhighs, blush, 1boy, penis, cum_in_pussy, open_mouth, vaginal, colored_sclera, nipples, nude, spread_legs, testicles, uncensored, black_gloves, navel, sex_from_behind                                     |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | elbow_gloves   | sleeveless_dress   | solo   | red_dress   | black_gloves   | black_thighhighs   | looking_at_viewer   | bracelet   | bare_shoulders   | blush   | holding_smoking_pipe   | kiseru   | boots   | hand_on_hip   | medium_breasts   | short_dress   | zettai_ryouiki   | hetero   | solo_focus   | thighhighs   | 1boy   | penis   | cum_in_pussy   | open_mouth   | vaginal   | colored_sclera   | nipples   | nude   | spread_legs   | testicles   | uncensored   | navel   | sex_from_behind   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:-------------------|:-------|:------------|:---------------|:-------------------|:--------------------|:-----------|:-----------------|:--------|:-----------------------|:---------|:--------|:--------------|:-----------------|:--------------|:-----------------|:---------|:-------------|:-------------|:-------|:--------|:---------------|:-------------|:----------|:-----------------|:----------|:-------|:--------------|:------------|:-------------|:--------|:------------------|
|   0 |        11 | ![](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                |          |              |              |        |         |                |              |           |                  |           |        |               |             |              |         |                   |
|   1 |        10 | ![](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                 |


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 stella\_hoshii/ステラ・星井/史黛拉·星井 (Girls' Frontline)
==========================================================


This is the dataset of stella\_hoshii/ステラ・星井/史黛拉·星井 (Girls' Frontline), containing 82 images and their tags.


The core tags of this character are 'animal\_ears, cat\_ears, long\_hair, red\_hair, red\_eyes, drill\_hair, breasts, artificial\_eye, mechanical\_eye, bangs, large\_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
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