
# Dataset of dana_zane/デイナ・ゼイン/达娜·赞恩 (Girls' Frontline)

This is the dataset of dana_zane/デイナ・ゼイン/达娜·赞恩 (Girls' Frontline), containing 66 images and their tags.

The core tags of this character are `short_hair, ahoge, red_eyes, white_hair, 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              |       66 | 78.89 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/dana_zane_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       66 | 45.82 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/dana_zane_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      153 | 91.29 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/dana_zane_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       66 | 70.79 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/dana_zane_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      153 | 132.05 MiB | [Download](https://huggingface.co/datasets/CyberHarem/dana_zane_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/dana_zane_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) | single_mechanical_arm, 1girl, looking_at_viewer, prosthetic_arm, solo, vest, red_necktie, pants, smile, striped, white_shirt, bartender                                                                |
|   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, simple_background, solo, upper_body, bangs, closed_mouth, collared_shirt, hair_between_eyes, looking_at_viewer, red_necktie, white_shirt, smile, holding, short_sleeves, vest, white_background |
|   2 |         9 | ![](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, hetero, 1boy, solo_focus, uncensored, blush, sex, testicles, bottomless, fellatio, large_penis, looking_at_viewer, pussy                                                                        |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | single_mechanical_arm   | 1girl   | looking_at_viewer   | prosthetic_arm   | solo   | vest   | red_necktie   | pants   | smile   | striped   | white_shirt   | bartender   | simple_background   | upper_body   | bangs   | closed_mouth   | collared_shirt   | hair_between_eyes   | holding   | short_sleeves   | white_background   | hetero   | 1boy   | solo_focus   | uncensored   | blush   | sex   | testicles   | bottomless   | fellatio   | large_penis   | pussy   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:------------------------|:--------|:--------------------|:-----------------|:-------|:-------|:--------------|:--------|:--------|:----------|:--------------|:------------|:--------------------|:-------------|:--------|:---------------|:-----------------|:--------------------|:----------|:----------------|:-------------------|:---------|:-------|:-------------|:-------------|:--------|:------|:------------|:-------------|:-----------|:--------------|:--------|
|   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           |                     |              |         |                |                  |                     |           |                 |                    |          |        |              |              |         |       |             |              |            |               |         |
|   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            | X       | X              | X                | X                   | X         | X               | X                  |          |        |              |              |         |       |             |              |            |               |         |
|   2 |         9 | ![](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       |


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 dana\_zane/デイナ・ゼイン/达娜·赞恩 (Girls' Frontline)
======================================================


This is the dataset of dana\_zane/デイナ・ゼイン/达娜·赞恩 (Girls' Frontline), containing 66 images and their tags.


The core tags of this character are 'short\_hair, ahoge, red\_eyes, white\_hair, 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