
# Dataset of reisa/宇沢レイサ/玲纱 (Blue Archive)

This is the dataset of reisa/宇沢レイサ/玲纱 (Blue Archive), containing 428 images and their tags.

The core tags of this character are `hair_ornament, long_hair, ahoge, star_hair_ornament, halo, twintails, multicolored_hair, bangs, pink_hair, low_twintails, purple_eyes, blue_hair, two-tone_hair, purple_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              |      428 | 591.61 MiB | [Download](https://huggingface.co/datasets/CyberHarem/reisa_bluearchive/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      428 | 304.37 MiB | [Download](https://huggingface.co/datasets/CyberHarem/reisa_bluearchive/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1062 | 675.40 MiB | [Download](https://huggingface.co/datasets/CyberHarem/reisa_bluearchive/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      428 | 506.11 MiB | [Download](https://huggingface.co/datasets/CyberHarem/reisa_bluearchive/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1062 | 1.03 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/reisa_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/reisa_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 |        11 | ![](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_neckerchief, long_sleeves, open_mouth, pleated_skirt, serafuku, simple_background, solo, star_(symbol), white_background, white_sailor_collar, grey_skirt, looking_at_viewer, :d, backpack, grey_shirt, blush, star_halo, navel, black_jacket, midriff, open_jacket, v-shaped_eyebrows                          |
|   1 |        12 | ![](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_neckerchief, open_mouth, serafuku, simple_background, solo, star_(symbol), upper_body, white_sailor_collar, blush, looking_at_viewer, white_background, long_sleeves, :d, shirt, hair_between_eyes                                                                                                              |
|   2 |         9 | ![](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, long_sleeves, looking_at_viewer, open_mouth, pleated_skirt, serafuku, sneakers, solo, star_(symbol), striped_socks, :d, backpack, black_neckerchief, grey_skirt, jacket, full_body, pink_socks, rifle, pink_footwear, shotgun, simple_background, star_halo, white_background, white_sailor_collar                    |
|   3 |         8 | ![](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, solo, star_(symbol), :d, black_dress, blush, open_mouth, enmaided, looking_at_viewer, maid_apron, maid_headdress, puffy_sleeves, simple_background, streaked_hair, white_apron, white_background, bow, frilled_apron, full_body, long_sleeves, neck_ribbon, shoes, short_sleeves, v-shaped_eyebrows, virtual_youtuber |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_neckerchief   | long_sleeves   | open_mouth   | pleated_skirt   | serafuku   | simple_background   | solo   | star_(symbol)   | white_background   | white_sailor_collar   | grey_skirt   | looking_at_viewer   | :d   | backpack   | grey_shirt   | blush   | star_halo   | navel   | black_jacket   | midriff   | open_jacket   | v-shaped_eyebrows   | upper_body   | shirt   | hair_between_eyes   | sneakers   | striped_socks   | jacket   | full_body   | pink_socks   | rifle   | pink_footwear   | shotgun   | black_dress   | enmaided   | maid_apron   | maid_headdress   | puffy_sleeves   | streaked_hair   | white_apron   | bow   | frilled_apron   | neck_ribbon   | shoes   | short_sleeves   | virtual_youtuber   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:---------------|:-------------|:----------------|:-----------|:--------------------|:-------|:----------------|:-------------------|:----------------------|:-------------|:--------------------|:-----|:-----------|:-------------|:--------|:------------|:--------|:---------------|:----------|:--------------|:--------------------|:-------------|:--------|:--------------------|:-----------|:----------------|:---------|:------------|:-------------|:--------|:----------------|:----------|:--------------|:-----------|:-------------|:-----------------|:----------------|:----------------|:--------------|:------|:----------------|:--------------|:--------|:----------------|:-------------------|
|   0 |        11 | ![](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                   |              |         |                     |            |                 |          |             |              |         |                 |           |               |            |              |                  |                 |                 |               |       |                 |               |         |                 |                    |
|   1 |        12 | ![](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                   |            |                 |          |             |              |         |                 |           |               |            |              |                  |                 |                 |               |       |                 |               |         |                 |                    |
|   2 |         9 | ![](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           | X            | X       | X               | X         |               |            |              |                  |                 |                 |               |       |                 |               |         |                 |                    |
|   3 |         8 | ![](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                  |


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 reisa/宇沢レイサ/玲纱 (Blue Archive)
========================================


This is the dataset of reisa/宇沢レイサ/玲纱 (Blue Archive), containing 428 images and their tags.


The core tags of this character are 'hair\_ornament, long\_hair, ahoge, star\_hair\_ornament, halo, twintails, multicolored\_hair, bangs, pink\_hair, low\_twintails, purple\_eyes, blue\_hair, two-tone\_hair, purple\_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