
# Dataset of idw/IDW/IDW (Girls' Frontline)

This is the dataset of idw/IDW/IDW (Girls' Frontline), containing 125 images and their tags.

The core tags of this character are `animal_ears, blonde_hair, cat_ears, blue_eyes, long_hair, twintails, hair_ornament, bangs, hair_between_eyes, tail, fang, hairclip, cat_tail, breasts, animal_ear_fluff`, 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              |      125 | 142.10 MiB | [Download](https://huggingface.co/datasets/CyberHarem/idw_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      125 | 82.35 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/idw_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      295 | 177.97 MiB | [Download](https://huggingface.co/datasets/CyberHarem/idw_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      125 | 126.03 MiB | [Download](https://huggingface.co/datasets/CyberHarem/idw_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      295 | 249.90 MiB | [Download](https://huggingface.co/datasets/CyberHarem/idw_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/idw_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 |         8 | ![](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, fingerless_gloves, shorts, boots, headset, looking_at_viewer, necktie, open_mouth, suspenders, holding_gun, knee_pads, smile, full_body, panties, submachine_gun, :3, sleeves_rolled_up, white_shirt                                                                                  |
|   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, fingerless_gloves, headset, open_mouth, suspender_shorts, collared_shirt, white_shirt, black_shorts, holding_gun, sleeves_rolled_up, :d, blue_panties, character_name, cowboy_shot, short_shorts, submachine_gun, 2girls, looking_at_viewer, solo_focus, striped_necktie, v-shaped_eyebrows |
|   2 |        11 | ![](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, elbow_gloves, solo, black_dress, black_gloves, official_alternate_costume, open_mouth, smile, bare_shoulders, choker, small_breasts, collarbone, looking_at_viewer, strapless_dress, sunglasses, simple_background, thigh_strap, :3, gun, tail_ribbon, white_background                     |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | solo   | fingerless_gloves   | shorts   | boots   | headset   | looking_at_viewer   | necktie   | open_mouth   | suspenders   | holding_gun   | knee_pads   | smile   | full_body   | panties   | submachine_gun   | :3   | sleeves_rolled_up   | white_shirt   | suspender_shorts   | collared_shirt   | black_shorts   | :d   | blue_panties   | character_name   | cowboy_shot   | short_shorts   | 2girls   | solo_focus   | striped_necktie   | v-shaped_eyebrows   | elbow_gloves   | black_dress   | black_gloves   | official_alternate_costume   | bare_shoulders   | choker   | small_breasts   | collarbone   | strapless_dress   | sunglasses   | simple_background   | thigh_strap   | gun   | tail_ribbon   | white_background   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------------------|:---------|:--------|:----------|:--------------------|:----------|:-------------|:-------------|:--------------|:------------|:--------|:------------|:----------|:-----------------|:-----|:--------------------|:--------------|:-------------------|:-----------------|:---------------|:-----|:---------------|:-----------------|:--------------|:---------------|:---------|:-------------|:------------------|:--------------------|:---------------|:--------------|:---------------|:-----------------------------|:-----------------|:---------|:----------------|:-------------|:------------------|:-------------|:--------------------|:--------------|:------|:--------------|:-------------------|
|   0 |         8 | ![](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             |                    |                  |                |      |                |                  |               |                |          |              |                   |                     |                |               |                |                              |                  |          |                 |              |                   |              |                     |               |       |               |                    |
|   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                   |                |               |                |                              |                  |          |                 |              |                   |              |                     |               |       |               |                    |
|   2 |        11 | ![](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             | 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 idw/IDW/IDW (Girls' Frontline)
=========================================


This is the dataset of idw/IDW/IDW (Girls' Frontline), containing 125 images and their tags.


The core tags of this character are 'animal\_ears, blonde\_hair, cat\_ears, blue\_eyes, long\_hair, twintails, hair\_ornament, bangs, hair\_between\_eyes, tail, fang, hairclip, cat\_tail, breasts, animal\_ear\_fluff', 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