
# Dataset of kotama/音瀬コタマ/小玉 (Blue Archive)

This is the dataset of kotama/音瀬コタマ/小玉 (Blue Archive), containing 82 images and their tags.

The core tags of this character are `long_hair, glasses, hair_ornament, halo, purple_eyes, hairclip, bangs, ahoge, black-framed_eyewear, blonde_hair, braid, headphones`, 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              |       82 | 118.21 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kotama_bluearchive/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       82 | 59.40 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/kotama_bluearchive/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      201 | 135.25 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kotama_bluearchive/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       82 | 99.65 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/kotama_bluearchive/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      201 | 210.54 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kotama_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/kotama_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 |        21 | ![](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, 1girl, solo, white_shirt, black_jacket, looking_at_viewer, x_hair_ornament, collared_shirt, long_sleeves, hair_between_eyes, headphones_around_neck, black_choker, gloves, open_mouth, simple_background, upper_body, multicolored_jacket, open_jacket, under-rim_eyewear, single_braid, white_background |
|   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, blush, earmuffs, long_sleeves, white_gloves, jacket, simple_background, solo, upper_body, white_background, ponytail, bag, looking_at_viewer, open_mouth, smile, under-rim_eyewear, white_scarf                                                                                                                  |
|   2 |        14 | ![](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, black_pantyhose, long_sleeves, solo, pleated_skirt, looking_at_viewer, very_long_hair, blush, earmuffs, sweater, white_gloves, white_scarf, grey_skirt, ponytail, argyle, holding, open_jacket, bag, black_skirt, simple_background, white_background, parted_lips                                               |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | blue_necktie   | 1girl   | solo   | white_shirt   | black_jacket   | looking_at_viewer   | x_hair_ornament   | collared_shirt   | long_sleeves   | hair_between_eyes   | headphones_around_neck   | black_choker   | gloves   | open_mouth   | simple_background   | upper_body   | multicolored_jacket   | open_jacket   | under-rim_eyewear   | single_braid   | white_background   | blush   | earmuffs   | white_gloves   | jacket   | ponytail   | bag   | smile   | white_scarf   | black_pantyhose   | pleated_skirt   | very_long_hair   | sweater   | grey_skirt   | argyle   | holding   | black_skirt   | parted_lips   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:---------------|:--------|:-------|:--------------|:---------------|:--------------------|:------------------|:-----------------|:---------------|:--------------------|:-------------------------|:---------------|:---------|:-------------|:--------------------|:-------------|:----------------------|:--------------|:--------------------|:---------------|:-------------------|:--------|:-----------|:---------------|:---------|:-----------|:------|:--------|:--------------|:------------------|:----------------|:-----------------|:----------|:-------------|:---------|:----------|:--------------|:--------------|
|   0 |        21 | ![](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 |         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 |        14 | ![](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             |


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 kotama/音瀬コタマ/小玉 (Blue Archive)
=========================================


This is the dataset of kotama/音瀬コタマ/小玉 (Blue Archive), containing 82 images and their tags.


The core tags of this character are 'long\_hair, glasses, hair\_ornament, halo, purple\_eyes, hairclip, bangs, ahoge, black-framed\_eyewear, blonde\_hair, braid, headphones', 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