
# Dataset of hiyori/槌永ヒヨリ/日和 (Blue Archive)

This is the dataset of hiyori/槌永ヒヨリ/日和 (Blue Archive), containing 181 images and their tags.

The core tags of this character are `hair_over_one_eye, long_hair, hair_ornament, hairclip, halo, side_ponytail, breasts, bangs, hat, cabbie_hat, large_breasts, black_headwear`, 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              |      181 | 215.75 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hiyori_bluearchive/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      181 | 120.27 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hiyori_bluearchive/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      444 | 264.35 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hiyori_bluearchive/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      181 | 190.27 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hiyori_bluearchive/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      444 | 392.03 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hiyori_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/hiyori_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 |         7 | ![](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, looking_at_viewer, solo, white_scarf, blush, simple_background, white_background, green_eyes, long_sleeves, upper_body, asymmetrical_bangs, light_green_hair, closed_mouth, open_mouth                  |
|   1 |        14 | ![](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, lifted_by_self, navel, shirt_lift, simple_background, white_background, blush, long_sleeves, solo, looking_at_viewer, white_skirt, stomach, open_mouth, sweater_lift, black_sweater, midriff, underboob |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | looking_at_viewer   | solo   | white_scarf   | blush   | simple_background   | white_background   | green_eyes   | long_sleeves   | upper_body   | asymmetrical_bangs   | light_green_hair   | closed_mouth   | open_mouth   | lifted_by_self   | navel   | shirt_lift   | white_skirt   | stomach   | sweater_lift   | black_sweater   | midriff   | underboob   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-------|:--------------|:--------|:--------------------|:-------------------|:-------------|:---------------|:-------------|:---------------------|:-------------------|:---------------|:-------------|:-----------------|:--------|:-------------|:--------------|:----------|:---------------|:----------------|:----------|:------------|
|   0 |         7 | ![](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            |                  |         |              |               |           |                |                 |           |             |
|   1 |        14 | ![](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           |


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 hiyori/槌永ヒヨリ/日和 (Blue Archive)
=========================================


This is the dataset of hiyori/槌永ヒヨリ/日和 (Blue Archive), containing 181 images and their tags.


The core tags of this character are 'hair\_over\_one\_eye, long\_hair, hair\_ornament, hairclip, halo, side\_ponytail, breasts, bangs, hat, cabbie\_hat, large\_breasts, black\_headwear', 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