
# Dataset of yurine/花園ゆりね/花园百合铃 (Girls' Frontline)

This is the dataset of yurine/花園ゆりね/花园百合铃 (Girls' Frontline), containing 136 images and their tags.

The core tags of this character are `long_hair, twintails, eyepatch, medical_eyepatch, hat, mini_hat, brown_eyes, brown_hair, red_hair, bangs, 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              |      136 | 207.43 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yurine_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      136 | 108.45 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yurine_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      319 | 224.12 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yurine_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      136 | 180.03 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yurine_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      319 | 340.61 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yurine_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/yurine_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 |        10 | ![](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) | blush, gothic_lolita, 1girl, looking_at_viewer, simple_background, solo, closed_mouth, white_background, frills, ribbon, shiny_hair, dress, long_sleeves, black_headwear, top_hat, upper_body                                                                               |
|   1 |         7 | ![](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_socks, gothic_lolita, kneehighs, solo, frilled_dress, long_sleeves, looking_at_viewer, black_footwear, shoes, black_dress, black_headwear, blush, closed_mouth, full_body, hairband, simple_background, white_background, mini_top_hat, puffy_sleeves, sitting |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | blush   | gothic_lolita   | 1girl   | looking_at_viewer   | simple_background   | solo   | closed_mouth   | white_background   | frills   | ribbon   | shiny_hair   | dress   | long_sleeves   | black_headwear   | top_hat   | upper_body   | black_socks   | kneehighs   | frilled_dress   | black_footwear   | shoes   | black_dress   | full_body   | hairband   | mini_top_hat   | puffy_sleeves   | sitting   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:----------------|:--------|:--------------------|:--------------------|:-------|:---------------|:-------------------|:---------|:---------|:-------------|:--------|:---------------|:-----------------|:----------|:-------------|:--------------|:------------|:----------------|:-----------------|:--------|:--------------|:------------|:-----------|:---------------|:----------------|:----------|
|   0 |        10 | ![](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 |         7 | ![](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         |


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 yurine/花園ゆりね/花园百合铃 (Girls' Frontline)
================================================


This is the dataset of yurine/花園ゆりね/花园百合铃 (Girls' Frontline), containing 136 images and their tags.


The core tags of this character are 'long\_hair, twintails, eyepatch, medical\_eyepatch, hat, mini\_hat, brown\_eyes, brown\_hair, red\_hair, bangs, 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