
# Dataset of hoshino/小鳥遊ホシノ/星野 (Blue Archive)

This is the dataset of hoshino/小鳥遊ホシノ/星野 (Blue Archive), containing 500 images and their tags.

The core tags of this character are `pink_hair, ahoge, long_hair, halo, bangs, blue_eyes, heterochromia, yellow_eyes, very_long_hair, hair_between_eyes, fang, twintails`, 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              |      500 | 963.27 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/hoshino_bluearchive/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 427.52 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/hoshino_bluearchive/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1369 | 1019.44 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hoshino_bluearchive/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 783.31 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/hoshino_bluearchive/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1369 | 1.64 GiB    | [Download](https://huggingface.co/datasets/CyberHarem/hoshino_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/hoshino_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 |         6 | ![](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, blue_jacket, blush, collarbone, eyewear_on_head, frilled_bikini, hair_bobbles, looking_at_viewer, low_twintails, navel, open_jacket, solo, sunglasses, white_bikini, long_sleeves, off_shoulder, open_mouth, small_breasts, stomach, :d, bare_shoulders, inflatable_toy                         |
|   1 |        15 | ![](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, eyewear_on_head, frilled_bikini, looking_at_viewer, low_twintails, outdoors, solo, sunglasses, white_bikini, blue_jacket, blue_sky, day, hair_bobbles, smile, cloud, navel, open_mouth, blush, collarbone, open_jacket, ocean, long_sleeves, beach, off_shoulder, bare_shoulders, small_breasts |
|   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, blush, nipples, small_breasts, navel, open_mouth, pussy, 1boy, completely_nude, hetero, penis, solo_focus, bar_censor, loli, looking_at_viewer, mosaic_censoring, simple_background, sweat, anus, sex                                                                                           |
|   3 |        24 | ![](samples/3/clu3-sample0.png) | ![](samples/3/clu3-sample1.png) | ![](samples/3/clu3-sample2.png) | ![](samples/3/clu3-sample3.png) | ![](samples/3/clu3-sample4.png) | 1girl, blush, looking_at_viewer, solo, white_dress, open_mouth, bare_shoulders, simple_background, white_background, :d, collarbone, off_shoulder, frilled_dress, shoulder_bag                                                                                                                         |
|   4 |        15 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-sample4.png) | 1girl, blue_necktie, collared_shirt, long_sleeves, looking_at_viewer, plaid_skirt, solo, white_shirt, black_gloves, fingerless_gloves, pleated_skirt, black_skirt, open_mouth, simple_background, white_background, id_card, blush, smile, one_eye_closed                                              |
|   5 |         6 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-sample4.png) | 1girl, black_skirt, blue_necktie, collared_shirt, long_sleeves, looking_at_viewer, open_mouth, pleated_skirt, solo, white_shirt, white_socks, black_gloves, fingerless_gloves, plaid_skirt, chest_harness, white_background, :d, blush, on_side, orange_eyes, shoes, simple_background                 |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | blue_jacket   | blush   | collarbone   | eyewear_on_head   | frilled_bikini   | hair_bobbles   | looking_at_viewer   | low_twintails   | navel   | open_jacket   | solo   | sunglasses   | white_bikini   | long_sleeves   | off_shoulder   | open_mouth   | small_breasts   | stomach   | :d   | bare_shoulders   | inflatable_toy   | outdoors   | blue_sky   | day   | smile   | cloud   | ocean   | beach   | nipples   | pussy   | 1boy   | completely_nude   | hetero   | penis   | solo_focus   | bar_censor   | loli   | mosaic_censoring   | simple_background   | sweat   | anus   | sex   | white_dress   | white_background   | frilled_dress   | shoulder_bag   | blue_necktie   | collared_shirt   | plaid_skirt   | white_shirt   | black_gloves   | fingerless_gloves   | pleated_skirt   | black_skirt   | id_card   | one_eye_closed   | white_socks   | chest_harness   | on_side   | orange_eyes   | shoes   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------|:--------|:-------------|:------------------|:-----------------|:---------------|:--------------------|:----------------|:--------|:--------------|:-------|:-------------|:---------------|:---------------|:---------------|:-------------|:----------------|:----------|:-----|:-----------------|:-----------------|:-----------|:-----------|:------|:--------|:--------|:--------|:--------|:----------|:--------|:-------|:------------------|:---------|:--------|:-------------|:-------------|:-------|:-------------------|:--------------------|:--------|:-------|:------|:--------------|:-------------------|:----------------|:---------------|:---------------|:-----------------|:--------------|:--------------|:---------------|:--------------------|:----------------|:--------------|:----------|:-----------------|:--------------|:----------------|:----------|:--------------|:--------|
|   0 |         6 | ![](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                |            |            |       |         |         |         |         |           |         |        |                   |          |         |              |              |        |                    |                     |         |        |       |               |                    |                 |                |                |                  |               |               |                |                     |                 |               |           |                  |               |                 |           |               |         |
|   1 |        15 | ![](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       | 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     |               |                    |                 |                |                |                  |               |               |                |                     |                 |               |           |                  |               |                 |           |               |         |
|   3 |        24 | ![](samples/3/clu3-sample0.png) | ![](samples/3/clu3-sample1.png) | ![](samples/3/clu3-sample2.png) | ![](samples/3/clu3-sample3.png) | ![](samples/3/clu3-sample4.png) | X       |               | X       | X            |                   |                  |                | X                   |                 |         |               | X      |              |                |                | X              | X            |                 |           | X    | X                |                  |            |            |       |         |         |         |         |           |         |        |                   |          |         |              |              |        |                    | X                   |         |        |       | X             | X                  | X               | X              |                |                  |               |               |                |                     |                 |               |           |                  |               |                 |           |               |         |
|   4 |        15 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-sample4.png) | X       |               | X       |              |                   |                  |                | X                   |                 |         |               | X      |              |                | X              |                | X            |                 |           |      |                  |                  |            |            |       | X       |         |         |         |           |         |        |                   |          |         |              |              |        |                    | X                   |         |        |       |               | X                  |                 |                | X              | X                | X             | X             | X              | X                   | X               | X             | X         | X                |               |                 |           |               |         |
|   5 |         6 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-sample4.png) | X       |               | 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 hoshino/小鳥遊ホシノ/星野 (Blue Archive)
===========================================


This is the dataset of hoshino/小鳥遊ホシノ/星野 (Blue Archive), containing 500 images and their tags.


The core tags of this character are 'pink\_hair, ahoge, long\_hair, halo, bangs, blue\_eyes, heterochromia, yellow\_eyes, very\_long\_hair, hair\_between\_eyes, fang, twintails', 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