
# Dataset of utaha/白石ウタハ/歌原 (Blue Archive)

This is the dataset of utaha/白石ウタハ/歌原 (Blue Archive), containing 86 images and their tags.

The core tags of this character are `long_hair, purple_hair, purple_eyes, halo, bangs, ponytail, breasts, hairband`, 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              |       86 | 123.36 MiB | [Download](https://huggingface.co/datasets/CyberHarem/utaha_bluearchive/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       86 | 67.14 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/utaha_bluearchive/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      219 | 151.14 MiB | [Download](https://huggingface.co/datasets/CyberHarem/utaha_bluearchive/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       86 | 107.84 MiB | [Download](https://huggingface.co/datasets/CyberHarem/utaha_bluearchive/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      219 | 227.06 MiB | [Download](https://huggingface.co/datasets/CyberHarem/utaha_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/utaha_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) | blue_necktie, collared_shirt, looking_at_viewer, white_background, simple_background, 1girl, long_sleeves, solo, white_shirt, headgear, holding, pleated_skirt, black_gloves, white_jacket, white_skirt                                                      |
|   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_hairband, long_sleeves, looking_at_viewer, solo, very_long_hair, open_mouth, white_gloves, :d, black_jacket, coat, medium_breasts, simple_background, white_background, white_pants, blush, sidelocks                                            |
|   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, cheerleader, cosplay, looking_at_viewer, solo, midriff, pleated_skirt, white_background, blush, cleavage, holding_pom_poms, medium_breasts, open_mouth, simple_background, confetti, cowboy_shot, navel, smile, thighhighs, white_gloves, white_skirt |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | blue_necktie   | collared_shirt   | looking_at_viewer   | white_background   | simple_background   | 1girl   | long_sleeves   | solo   | white_shirt   | headgear   | holding   | pleated_skirt   | black_gloves   | white_jacket   | white_skirt   | blue_hairband   | very_long_hair   | open_mouth   | white_gloves   | :d   | black_jacket   | coat   | medium_breasts   | white_pants   | blush   | sidelocks   | cheerleader   | cosplay   | midriff   | cleavage   | holding_pom_poms   | confetti   | cowboy_shot   | navel   | smile   | thighhighs   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:---------------|:-----------------|:--------------------|:-------------------|:--------------------|:--------|:---------------|:-------|:--------------|:-----------|:----------|:----------------|:---------------|:---------------|:--------------|:----------------|:-----------------|:-------------|:---------------|:-----|:---------------|:-------|:-----------------|:--------------|:--------|:------------|:--------------|:----------|:----------|:-----------|:-------------------|:-----------|:--------------|:--------|:--------|:-------------|
|   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             |                 |                  |              |                |      |                |        |                  |               |         |             |               |           |           |            |                    |            |               |         |         |              |
|   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           |               |           |           |            |                    |            |               |         |         |              |
|   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             | 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 utaha/白石ウタハ/歌原 (Blue Archive)
========================================


This is the dataset of utaha/白石ウタハ/歌原 (Blue Archive), containing 86 images and their tags.


The core tags of this character are 'long\_hair, purple\_hair, purple\_eyes, halo, bangs, ponytail, breasts, hairband', 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