
# Dataset of koyuki/黒崎コユキ/小雪 (Blue Archive)

This is the dataset of koyuki/黒崎コユキ/小雪 (Blue Archive), containing 340 images and their tags.

The core tags of this character are `pink_hair, long_hair, halo, twintails, bangs, hair_between_eyes, pink_eyes, fang, very_long_hair, skin_fang`, 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              |      340 | 442.07 MiB | [Download](https://huggingface.co/datasets/CyberHarem/koyuki_bluearchive/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      340 | 226.99 MiB | [Download](https://huggingface.co/datasets/CyberHarem/koyuki_bluearchive/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      821 | 503.53 MiB | [Download](https://huggingface.co/datasets/CyberHarem/koyuki_bluearchive/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      340 | 381.07 MiB | [Download](https://huggingface.co/datasets/CyberHarem/koyuki_bluearchive/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      821 | 777.80 MiB | [Download](https://huggingface.co/datasets/CyberHarem/koyuki_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/koyuki_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 |        29 | ![](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, collared_shirt, long_sleeves, white_shirt, black_gloves, fingerless_gloves, looking_at_viewer, open_mouth, pleated_skirt, solo, white_thighhighs, black_skirt, blue_necktie, white_jacket, simple_background, white_background, blush, :d, open_jacket, id_card, off_shoulder                                                                           |
|   1 |        10 | ![](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, black_gloves, blue_necktie, collared_shirt, fingerless_gloves, jacket, long_sleeves, simple_background, upper_body, white_background, white_shirt, blush_stickers, open_mouth, looking_at_viewer, smile, solo, +_+                                                                                                                                      |
|   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, blush, small_breasts, solo, looking_at_viewer, navel, collarbone, open_mouth, purple_eyes, simple_background, smile, white_background, black_bikini, frilled_bikini, jacket, off_shoulder, open_clothes, white_bikini                                                                                                                                   |
|   3 |        48 | ![](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) | rabbit_ears, blonde_hair, playboy_bunny, 1girl, blue_necktie, fake_animal_ears, solo, looking_at_viewer, open_mouth, black_leotard, detached_collar, two-tone_hair, small_breasts, smile, white_gloves, white_background, white_jacket, simple_background, white_pantyhose, +_+, long_sleeves, symbol-shaped_pupils, double_bun, blush_stickers, streaked_hair |
|   4 |         7 | ![](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) | hair_flower, obi, 1girl, looking_at_viewer, wide_sleeves, +_+, blush, long_sleeves, solo, official_alternate_costume, yukata, :d, bow, checkered_kimono, closed_mouth, holding, open_mouth                                                                                                                                                                     |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | collared_shirt   | long_sleeves   | white_shirt   | black_gloves   | fingerless_gloves   | looking_at_viewer   | open_mouth   | pleated_skirt   | solo   | white_thighhighs   | black_skirt   | blue_necktie   | white_jacket   | simple_background   | white_background   | blush   | :d   | open_jacket   | id_card   | off_shoulder   | jacket   | upper_body   | blush_stickers   | smile   | +_+   | small_breasts   | navel   | collarbone   | purple_eyes   | black_bikini   | frilled_bikini   | open_clothes   | white_bikini   | rabbit_ears   | blonde_hair   | playboy_bunny   | fake_animal_ears   | black_leotard   | detached_collar   | two-tone_hair   | white_gloves   | white_pantyhose   | symbol-shaped_pupils   | double_bun   | streaked_hair   | hair_flower   | obi   | wide_sleeves   | official_alternate_costume   | yukata   | bow   | checkered_kimono   | closed_mouth   | holding   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:---------------|:--------------|:---------------|:--------------------|:--------------------|:-------------|:----------------|:-------|:-------------------|:--------------|:---------------|:---------------|:--------------------|:-------------------|:--------|:-----|:--------------|:----------|:---------------|:---------|:-------------|:-----------------|:--------|:------|:----------------|:--------|:-------------|:--------------|:---------------|:-----------------|:---------------|:---------------|:--------------|:--------------|:----------------|:-------------------|:----------------|:------------------|:----------------|:---------------|:------------------|:-----------------------|:-------------|:----------------|:--------------|:------|:---------------|:-----------------------------|:---------|:------|:-------------------|:---------------|:----------|
|   0 |        29 | ![](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 |        10 | ![](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     |                 |         |              |               |                |                  |                |                |               |               |                 |                    |                 |                   |                 |                |                   |                        |              |                 |               |       |                |                              |          |       |                    |                |           |
|   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            | X             | X              | X                | X              | X              |               |               |                 |                    |                 |                   |                 |                |                   |                        |              |                 |               |       |                |                              |          |       |                    |                |           |
|   3 |        48 | ![](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             | X             | X               | X                  | X               | X                 | X               | X              | X                 | X                      | X            | X               |               |       |                |                              |          |       |                    |                |           |
|   4 |         7 | ![](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         |


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 koyuki/黒崎コユキ/小雪 (Blue Archive)
=========================================


This is the dataset of koyuki/黒崎コユキ/小雪 (Blue Archive), containing 340 images and their tags.


The core tags of this character are 'pink\_hair, long\_hair, halo, twintails, bangs, hair\_between\_eyes, pink\_eyes, fang, very\_long\_hair, skin\_fang', 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