
# Dataset of 100_shiki/一〇〇式/樱花 (Girls' Frontline)

This is the dataset of 100_shiki/一〇〇式/樱花 (Girls' Frontline), containing 114 images and their tags.

The core tags of this character are `long_hair, black_hair, bangs, hair_ornament, red_eyes, very_long_hair`, 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              |      114 | 160.52 MiB | [Download](https://huggingface.co/datasets/CyberHarem/100_shiki_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      114 | 83.47 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/100_shiki_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      285 | 181.21 MiB | [Download](https://huggingface.co/datasets/CyberHarem/100_shiki_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      114 | 138.70 MiB | [Download](https://huggingface.co/datasets/CyberHarem/100_shiki_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      285 | 268.61 MiB | [Download](https://huggingface.co/datasets/CyberHarem/100_shiki_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/100_shiki_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 |        15 | ![](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, long_sleeves, red_scarf, solo, black_shirt, looking_at_viewer, red_neckerchief, white_background, black_serafuku, black_skirt, simple_background, black_sailor_collar, blush, pleated_skirt, hand_up, black_pantyhose, blunt_bangs, closed_mouth, hair_flower, cherry_blossom_print, smile               |
|   1 |        11 | ![](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, long_sleeves, pleated_skirt, red_scarf, black_skirt, looking_at_viewer, solo, black_pantyhose, submachine_gun, black_serafuku, blush, closed_mouth, holding_gun, jacket, white_background, cherry_blossoms, red_neckerchief, simple_background, bayonet, belt, black_shirt, flower, rifle, sailor_collar |
|   2 |        12 | ![](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, miko, solo, red_scarf, hakama_skirt, looking_at_viewer, red_hakama, wide_sleeves, blush, official_alternate_costume, long_sleeves, submachine_gun, white_kimono, bird, closed_mouth, holding_broom, ribbon-trimmed_sleeves                                                                               |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | long_sleeves   | red_scarf   | solo   | black_shirt   | looking_at_viewer   | red_neckerchief   | white_background   | black_serafuku   | black_skirt   | simple_background   | black_sailor_collar   | blush   | pleated_skirt   | hand_up   | black_pantyhose   | blunt_bangs   | closed_mouth   | hair_flower   | cherry_blossom_print   | smile   | submachine_gun   | holding_gun   | jacket   | cherry_blossoms   | bayonet   | belt   | flower   | rifle   | sailor_collar   | miko   | hakama_skirt   | red_hakama   | wide_sleeves   | official_alternate_costume   | white_kimono   | bird   | holding_broom   | ribbon-trimmed_sleeves   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:------------|:-------|:--------------|:--------------------|:------------------|:-------------------|:-----------------|:--------------|:--------------------|:----------------------|:--------|:----------------|:----------|:------------------|:--------------|:---------------|:--------------|:-----------------------|:--------|:-----------------|:--------------|:---------|:------------------|:----------|:-------|:---------|:--------|:----------------|:-------|:---------------|:-------------|:---------------|:-----------------------------|:---------------|:-------|:----------------|:-------------------------|
|   0 |        15 | ![](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       |                  |               |          |                   |           |        |          |         |                 |        |                |              |                |                              |                |        |                 |                          |
|   1 |        11 | ![](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      | X        | X       | X               |        |                |              |                |                              |                |        |                 |                          |
|   2 |        12 | ![](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                        |


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 100\_shiki/一〇〇式/樱花 (Girls' Frontline)
================================================


This is the dataset of 100\_shiki/一〇〇式/樱花 (Girls' Frontline), containing 114 images and their tags.


The core tags of this character are 'long\_hair, black\_hair, bangs, hair\_ornament, red\_eyes, very\_long\_hair', 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