
# Dataset of fubuki/合歓垣フブキ/吹雪 (Blue Archive)

This is the dataset of fubuki/合歓垣フブキ/吹雪 (Blue Archive), containing 234 images and their tags.

The core tags of this character are `long_hair, blue_hair, multicolored_hair, halo, twintails, red_eyes, antenna_hair, hair_ornament, hat, bow, streaked_hair, hair_bow, bangs, heart_hair_ornament, white_bow`, 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              |      234 | 348.98 MiB | [Download](https://huggingface.co/datasets/CyberHarem/fubuki_bluearchive/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      234 | 180.09 MiB | [Download](https://huggingface.co/datasets/CyberHarem/fubuki_bluearchive/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      609 | 424.12 MiB | [Download](https://huggingface.co/datasets/CyberHarem/fubuki_bluearchive/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      234 | 302.41 MiB | [Download](https://huggingface.co/datasets/CyberHarem/fubuki_bluearchive/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      609 | 638.63 MiB | [Download](https://huggingface.co/datasets/CyberHarem/fubuki_bluearchive/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/fubuki_bluearchive',
    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) | 1girl, black_pantyhose, blue_vest, looking_at_viewer, solo, white_jacket, doughnut, simple_background, long_sleeves, open_mouth, white_background, blue_necktie, smile, sneakers, armband, badge, blue_skirt, holding_food, full_body, grey_hair, heart, uniform, white_shirt, pink_footwear |
|   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, blue_necktie, blue_vest, doughnut, looking_at_viewer, simple_background, solo, white_jacket, armband, grey_hair, holding_food, white_background, hair_between_eyes, shirt, upper_body, badge, long_sleeves, open_mouth, uniform                                                       |
|   2 |         5 | ![](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, necktie, solo, uniform, doughnut, looking_at_viewer, shoes, white_jacket, black_pantyhose, blue_vest, grey_hair, open_mouth, simple_background                                                                                                                                        |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_pantyhose   | blue_vest   | looking_at_viewer   | solo   | white_jacket   | doughnut   | simple_background   | long_sleeves   | open_mouth   | white_background   | blue_necktie   | smile   | sneakers   | armband   | badge   | blue_skirt   | holding_food   | full_body   | grey_hair   | heart   | uniform   | white_shirt   | pink_footwear   | hair_between_eyes   | shirt   | upper_body   | necktie   | shoes   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:------------------|:------------|:--------------------|:-------|:---------------|:-----------|:--------------------|:---------------|:-------------|:-------------------|:---------------|:--------|:-----------|:----------|:--------|:-------------|:---------------|:------------|:------------|:--------|:----------|:--------------|:----------------|:--------------------|:--------|:-------------|:----------|:--------|
|   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       | 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         |               |                 | X                   | X       | X            |           |         |
|   2 |         5 | ![](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 fubuki/合歓垣フブキ/吹雪 (Blue Archive)
==========================================


This is the dataset of fubuki/合歓垣フブキ/吹雪 (Blue Archive), containing 234 images and their tags.


The core tags of this character are 'long\_hair, blue\_hair, multicolored\_hair, halo, twintails, red\_eyes, antenna\_hair, hair\_ornament, hat, bow, streaked\_hair, hair\_bow, bangs, heart\_hair\_ornament, white\_bow', 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