
# Dataset of sumire/乙花スミレ/菫 (Blue Archive)

This is the dataset of sumire/乙花スミレ/菫 (Blue Archive), containing 87 images and their tags.

The core tags of this character are `long_hair, black_hair, ponytail, hair_ornament, breasts, purple_eyes, bangs, scrunchie, very_long_hair, hair_scrunchie, sidelocks, large_breasts, hair_flower, halo, purple_scrunchie`, 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              |       87 | 135.79 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sumire_bluearchive/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       87 | 66.75 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/sumire_bluearchive/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      226 | 149.48 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sumire_bluearchive/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       87 | 115.52 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sumire_bluearchive/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      226 | 234.39 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sumire_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/sumire_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, bare_shoulders, collarbone, green_choker, looking_at_viewer, off_shoulder, open_jacket, simple_background, solo, white_jacket, blush, crop_top, flower, midriff, navel, stomach, cleavage, closed_mouth, upper_body, white_background, white_sports_bra, eyewear_hang, long_sleeves, medium_breasts, smile |
|   1 |         6 | ![](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, ass, from_behind, looking_at_viewer, looking_back, yoga_pants, bare_shoulders, black_pants, blush, solo, simple_background, white_background, white_sports_bra, sportswear, sweatband, tight                                                                                                               |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | bare_shoulders   | collarbone   | green_choker   | looking_at_viewer   | off_shoulder   | open_jacket   | simple_background   | solo   | white_jacket   | blush   | crop_top   | flower   | midriff   | navel   | stomach   | cleavage   | closed_mouth   | upper_body   | white_background   | white_sports_bra   | eyewear_hang   | long_sleeves   | medium_breasts   | smile   | ass   | from_behind   | looking_back   | yoga_pants   | black_pants   | sportswear   | sweatband   | tight   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:-------------|:---------------|:--------------------|:---------------|:--------------|:--------------------|:-------|:---------------|:--------|:-----------|:---------|:----------|:--------|:----------|:-----------|:---------------|:-------------|:-------------------|:-------------------|:---------------|:---------------|:-----------------|:--------|:------|:--------------|:---------------|:-------------|:--------------|:-------------|:------------|:--------|
|   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              | X              | X                | X       |       |               |                |              |               |              |             |         |
|   1 |         6 | ![](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       |


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 sumire/乙花スミレ/菫 (Blue Archive)
========================================


This is the dataset of sumire/乙花スミレ/菫 (Blue Archive), containing 87 images and their tags.


The core tags of this character are 'long\_hair, black\_hair, ponytail, hair\_ornament, breasts, purple\_eyes, bangs, scrunchie, very\_long\_hair, hair\_scrunchie, sidelocks, large\_breasts, hair\_flower, halo, purple\_scrunchie', 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